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i,s,n,o,a,r;for(i=0,s=(t||[]).length;i<s;++i)n=t[i],({position:o,options:{stack:a,stackWeight:r=1}}=n),e.push({index:i,box:n,pos:o,horizontal:n.isHorizontal(),weight:n.weight,stack:a&&o+a,stackWeight:r});return e}(t),i=Qi(e.filter((t=>t.box.fullSize)),!0),s=Qi(Ji(e,"left"),!0),n=Qi(Ji(e,"right")),o=Qi(Ji(e,"top"),!0),a=Qi(Ji(e,"bottom")),r=Zi(e,"x"),l=Zi(e,"y");return{fullSize:i,leftAndTop:s.concat(o),rightAndBottom:n.concat(l).concat(a).concat(r),chartArea:Ji(e,"chartArea"),vertical:s.concat(n).concat(l),horizontal:o.concat(a).concat(r)}}(t.boxes),l=r.vertical,h=r.horizontal;u(t.boxes,(t=>{"function"==typeof t.beforeLayout&&t.beforeLayout()}));const c=l.reduce(((t,e)=>e.box.options&&!1===e.box.options.display?t:t+1),0)||1,d=Object.freeze({outerWidth:e,outerHeight:i,padding:n,availableWidth:o,availableHeight:a,vBoxMaxWidth:o/2/c,hBoxMaxHeight:a/2}),f=Object.assign({},n);is(f,ki(s));const g=Object.assign({maxPadding:f,w:o,h:a,x:n.left,y:n.top},n),p=ts(l.concat(h),d);os(r.fullSize,g,d,p),os(l,g,d,p),os(h,g,d,p)&&os(l,g,d,p),function(t){const e=t.maxPadding;function i(i){const s=Math.max(e[i]-t[i],0);return t[i]+=s,s}t.y+=i("top"),t.x+=i("left"),i("right"),i("bottom")}(g),rs(r.leftAndTop,g,d,p),g.x+=g.w,g.y+=g.h,rs(r.rightAndBottom,g,d,p),t.chartArea={left:g.left,top:g.top,right:g.left+g.w,bottom:g.top+g.h,height:g.h,width:g.w},u(r.chartArea,(e=>{const i=e.box;Object.assign(i,t.chartArea),i.update(g.w,g.h,{left:0,top:0,right:0,bottom:0})}))}};class hs{acquireContext(t,e){}releaseContext(t){return!1}addEventListener(t,e,i){}removeEventListener(t,e,i){}getDevicePixelRatio(){return 1}getMaximumSize(t,e,i,s){return e=Math.max(0,e||t.width),i=i||t.height,{width:e,height:Math.max(0,s?Math.floor(e/s):i)}}isAttached(t){return!0}updateConfig(t){}}class cs extends hs{acquireContext(t){return t&&t.getContext&&t.getContext("2d")||null}updateConfig(t){t.options.animation=!1}}const ds="$chartjs",us={touchstart:"mousedown",touchmove:"mousemove",touchend:"mouseup",pointerenter:"mouseenter",pointerdown:"mousedown",pointermove:"mousemove",pointerup:"mouseup",pointerleave:"mouseout",pointerout:"mouseout"},fs=t=>null===t||""===t;const gs=!!Se&&{passive:!0};function ps(t,e,i){t&&t.canvas&&t.canvas.removeEventListener(e,i,gs)}function ms(t,e){for(const i of t)if(i===e||i.contains(e))return!0}function xs(t,e,i){const s=t.canvas,n=new MutationObserver((t=>{let e=!1;for(const i of t)e=e||ms(i.addedNodes,s),e=e&&!ms(i.removedNodes,s);e&&i()}));return n.observe(document,{childList:!0,subtree:!0}),n}function bs(t,e,i){const s=t.canvas,n=new MutationObserver((t=>{let e=!1;for(const i of t)e=e||ms(i.removedNodes,s),e=e&&!ms(i.addedNodes,s);e&&i()}));return n.observe(document,{childList:!0,subtree:!0}),n}const _s=new Map;let ys=0;function vs(){const t=window.devicePixelRatio;t!==ys&&(ys=t,_s.forEach(((e,i)=>{i.currentDevicePixelRatio!==t&&e()})))}function Ms(t,e,i){const s=t.canvas,n=s&&ge(s);if(!n)return;const o=ct(((t,e)=>{const s=n.clientWidth;i(t,e),s<n.clientWidth&&i()}),window),a=new ResizeObserver((t=>{const e=t[0],i=e.contentRect.width,s=e.contentRect.height;0===i&&0===s||o(i,s)}));return a.observe(n),function(t,e){_s.size||window.addEventListener("resize",vs),_s.set(t,e)}(t,o),a}function ws(t,e,i){i&&i.disconnect(),"resize"===e&&function(t){_s.delete(t),_s.size||window.removeEventListener("resize",vs)}(t)}function ks(t,e,i){const s=t.canvas,n=ct((e=>{null!==t.ctx&&i(function(t,e){const i=us[t.type]||t.type,{x:s,y:n}=ve(t,e);return{type:i,chart:e,native:t,x:void 0!==s?s:null,y:void 0!==n?n:null}}(e,t))}),t);return function(t,e,i){t&&t.addEventListener(e,i,gs)}(s,e,n),n}class Ss extends hs{acquireContext(t,e){const i=t&&t.getContext&&t.getContext("2d");return i&&i.canvas===t?(function(t,e){const i=t.style,s=t.getAttribute("height"),n=t.getAttribute("width");if(t[ds]={initial:{height:s,width:n,style:{display:i.display,height:i.height,width:i.width}}},i.display=i.display||"block",i.boxSizing=i.boxSizing||"border-box",fs(n)){const e=Pe(t,"width");void 0!==e&&(t.width=e)}if(fs(s))if(""===t.style.height)t.height=t.width/(e||2);else{const e=Pe(t,"height");void 0!==e&&(t.height=e)}}(t,e),i):null}releaseContext(t){const e=t.canvas;if(!e[ds])return!1;const i=e[ds].initial;["height","width"].forEach((t=>{const n=i[t];s(n)?e.removeAttribute(t):e.setAttribute(t,n)}));const n=i.style||{};return Object.keys(n).forEach((t=>{e.style[t]=n[t]})),e.width=e.width,delete e[ds],!0}addEventListener(t,e,i){this.removeEventListener(t,e);const s=t.$proxies||(t.$proxies={}),n={attach:xs,detach:bs,resize:Ms}[e]||ks;s[e]=n(t,e,i)}removeEventListener(t,e){const i=t.$proxies||(t.$proxies={}),s=i[e];if(!s)return;({attach:ws,detach:ws,resize:ws}[e]||ps)(t,e,s),i[e]=void 0}getDevicePixelRatio(){return window.devicePixelRatio}getMaximumSize(t,e,i,s){return we(t,e,i,s)}isAttached(t){const e=t&&ge(t);return!(!e||!e.isConnected)}}function Ps(t){return!fe()||"undefined"!=typeof OffscreenCanvas&&t instanceof OffscreenCanvas?cs:Ss}var Ds=Object.freeze({__proto__:null,BasePlatform:hs,BasicPlatform:cs,DomPlatform:Ss,_detectPlatform:Ps});const Cs="transparent",Os={boolean:(t,e,i)=>i>.5?e:t,color(t,e,i){const s=Qt(t||Cs),n=s.valid&&Qt(e||Cs);return n&&n.valid?n.mix(s,i).hexString():e},number:(t,e,i)=>t+(e-t)*i};class As{constructor(t,e,i,s){const n=e[i];s=Pi([t.to,s,n,t.from]);const o=Pi([t.from,n,s]);this._active=!0,this._fn=t.fn||Os[t.type||typeof o],this._easing=fi[t.easing]||fi.linear,this._start=Math.floor(Date.now()+(t.delay||0)),this._duration=this._total=Math.floor(t.duration),this._loop=!!t.loop,this._target=e,this._prop=i,this._from=o,this._to=s,this._promises=void 0}active(){return this._active}update(t,e,i){if(this._active){this._notify(!1);const s=this._target[this._prop],n=i-this._start,o=this._duration-n;this._start=i,this._duration=Math.floor(Math.max(o,t.duration)),this._total+=n,this._loop=!!t.loop,this._to=Pi([t.to,e,s,t.from]),this._from=Pi([t.from,s,e])}}cancel(){this._active&&(this.tick(Date.now()),this._active=!1,this._notify(!1))}tick(t){const e=t-this._start,i=this._duration,s=this._prop,n=this._from,o=this._loop,a=this._to;let r;if(this._active=n!==a&&(o||e<i),!this._active)return this._target[s]=a,void this._notify(!0);e<0?this._target[s]=n:(r=e/i%2,r=o&&r>1?2-r:r,r=this._easing(Math.min(1,Math.max(0,r))),this._target[s]=this._fn(n,a,r))}wait(){const t=this._promises||(this._promises=[]);return new Promise(((e,i)=>{t.push({res:e,rej:i})}))}_notify(t){const e=t?"res":"rej",i=this._promises||[];for(let t=0;t<i.length;t++)i[t][e]()}}class Ts{constructor(t,e){this._chart=t,this._properties=new Map,this.configure(e)}configure(t){if(!o(t))return;const e=Object.keys(ue.animation),i=this._properties;Object.getOwnPropertyNames(t).forEach((s=>{const a=t[s];if(!o(a))return;const r={};for(const t of e)r[t]=a[t];(n(a.properties)&&a.properties||[s]).forEach((t=>{t!==s&&i.has(t)||i.set(t,r)}))}))}_animateOptions(t,e){const i=e.options,s=function(t,e){if(!e)return;let i=t.options;if(!i)return void(t.options=e);i.$shared&&(t.options=i=Object.assign({},i,{$shared:!1,$animations:{}}));return i}(t,i);if(!s)return[];const n=this._createAnimations(s,i);return i.$shared&&function(t,e){const i=[],s=Object.keys(e);for(let e=0;e<s.length;e++){const n=t[s[e]];n&&n.active()&&i.push(n.wait())}return Promise.all(i)}(t.options.$animations,i).then((()=>{t.options=i}),(()=>{})),n}_createAnimations(t,e){const i=this._properties,s=[],n=t.$animations||(t.$animations={}),o=Object.keys(e),a=Date.now();let r;for(r=o.length-1;r>=0;--r){const l=o[r];if("$"===l.charAt(0))continue;if("options"===l){s.push(...this._animateOptions(t,e));continue}const h=e[l];let c=n[l];const d=i.get(l);if(c){if(d&&c.active()){c.update(d,h,a);continue}c.cancel()}d&&d.duration?(n[l]=c=new As(d,t,l,h),s.push(c)):t[l]=h}return s}update(t,e){if(0===this._properties.size)return void Object.assign(t,e);const i=this._createAnimations(t,e);return i.length?(bt.add(this._chart,i),!0):void 0}}function Ls(t,e){const i=t&&t.options||{},s=i.reverse,n=void 0===i.min?e:0,o=void 0===i.max?e:0;return{start:s?o:n,end:s?n:o}}function Es(t,e){const i=[],s=t._getSortedDatasetMetas(e);let n,o;for(n=0,o=s.length;n<o;++n)i.push(s[n].index);return i}function Rs(t,e,i,s={}){const n=t.keys,o="single"===s.mode;let r,l,h,c;if(null===e)return;let d=!1;for(r=0,l=n.length;r<l;++r){if(h=+n[r],h===i){if(d=!0,s.all)continue;break}c=t.values[h],a(c)&&(o||0===e||F(e)===F(c))&&(e+=c)}return d||s.all?e:0}function Is(t,e){const i=t&&t.options.stacked;return i||void 0===i&&void 0!==e.stack}function zs(t,e,i){const s=t[e]||(t[e]={});return s[i]||(s[i]={})}function Fs(t,e,i,s){for(const n of e.getMatchingVisibleMetas(s).reverse()){const e=t[n.index];if(i&&e>0||!i&&e<0)return n.index}return null}function Vs(t,e){const{chart:i,_cachedMeta:s}=t,n=i._stacks||(i._stacks={}),{iScale:o,vScale:a,index:r}=s,l=o.axis,h=a.axis,c=function(t,e,i){return`${t.id}.${e.id}.${i.stack||i.type}`}(o,a,s),d=e.length;let u;for(let t=0;t<d;++t){const i=e[t],{[l]:o,[h]:d}=i;u=(i._stacks||(i._stacks={}))[h]=zs(n,c,o),u[r]=d,u._top=Fs(u,a,!0,s.type),u._bottom=Fs(u,a,!1,s.type);(u._visualValues||(u._visualValues={}))[r]=d}}function Bs(t,e){const i=t.scales;return Object.keys(i).filter((t=>i[t].axis===e)).shift()}function Ws(t,e){const i=t.controller.index,s=t.vScale&&t.vScale.axis;if(s){e=e||t._parsed;for(const t of e){const e=t._stacks;if(!e||void 0===e[s]||void 0===e[s][i])return;delete e[s][i],void 0!==e[s]._visualValues&&void 0!==e[s]._visualValues[i]&&delete e[s]._visualValues[i]}}}const Ns=t=>"reset"===t||"none"===t,Hs=(t,e)=>e?t:Object.assign({},t);class js{static defaults={};static datasetElementType=null;static dataElementType=null;constructor(t,e){this.chart=t,this._ctx=t.ctx,this.index=e,this._cachedDataOpts={},this._cachedMeta=this.getMeta(),this._type=this._cachedMeta.type,this.options=void 0,this._parsing=!1,this._data=void 0,this._objectData=void 0,this._sharedOptions=void 0,this._drawStart=void 0,this._drawCount=void 0,this.enableOptionSharing=!1,this.supportsDecimation=!1,this.$context=void 0,this._syncList=[],this.datasetElementType=new.target.datasetElementType,this.dataElementType=new.target.dataElementType,this.initialize()}initialize(){const t=this._cachedMeta;this.configure(),this.linkScales(),t._stacked=Is(t.vScale,t),this.addElements(),this.options.fill&&!this.chart.isPluginEnabled("filler")&&console.warn("Tried to use the 'fill' option without the 'Filler' plugin enabled. Please import and register the 'Filler' plugin and make sure it is not disabled in the options")}updateIndex(t){this.index!==t&&Ws(this._cachedMeta),this.index=t}linkScales(){const t=this.chart,e=this._cachedMeta,i=this.getDataset(),s=(t,e,i,s)=>"x"===t?e:"r"===t?s:i,n=e.xAxisID=l(i.xAxisID,Bs(t,"x")),o=e.yAxisID=l(i.yAxisID,Bs(t,"y")),a=e.rAxisID=l(i.rAxisID,Bs(t,"r")),r=e.indexAxis,h=e.iAxisID=s(r,n,o,a),c=e.vAxisID=s(r,o,n,a);e.xScale=this.getScaleForId(n),e.yScale=this.getScaleForId(o),e.rScale=this.getScaleForId(a),e.iScale=this.getScaleForId(h),e.vScale=this.getScaleForId(c)}getDataset(){return this.chart.data.datasets[this.index]}getMeta(){return this.chart.getDatasetMeta(this.index)}getScaleForId(t){return this.chart.scales[t]}_getOtherScale(t){const e=this._cachedMeta;return t===e.iScale?e.vScale:e.iScale}reset(){this._update("reset")}_destroy(){const t=this._cachedMeta;this._data&&rt(this._data,this),t._stacked&&Ws(t)}_dataCheck(){const t=this.getDataset(),e=t.data||(t.data=[]),i=this._data;if(o(e)){const t=this._cachedMeta;this._data=function(t,e){const{iScale:i,vScale:s}=e,n="x"===i.axis?"x":"y",o="x"===s.axis?"x":"y",a=Object.keys(t),r=new Array(a.length);let l,h,c;for(l=0,h=a.length;l<h;++l)c=a[l],r[l]={[n]:c,[o]:t[c]};return r}(e,t)}else if(i!==e){if(i){rt(i,this);const t=this._cachedMeta;Ws(t),t._parsed=[]}e&&Object.isExtensible(e)&&at(e,this),this._syncList=[],this._data=e}}addElements(){const t=this._cachedMeta;this._dataCheck(),this.datasetElementType&&(t.dataset=new this.datasetElementType)}buildOrUpdateElements(t){const e=this._cachedMeta,i=this.getDataset();let s=!1;this._dataCheck();const n=e._stacked;e._stacked=Is(e.vScale,e),e.stack!==i.stack&&(s=!0,Ws(e),e.stack=i.stack),this._resyncElements(t),(s||n!==e._stacked)&&(Vs(this,e._parsed),e._stacked=Is(e.vScale,e))}configure(){const t=this.chart.config,e=t.datasetScopeKeys(this._type),i=t.getOptionScopes(this.getDataset(),e,!0);this.options=t.createResolver(i,this.getContext()),this._parsing=this.options.parsing,this._cachedDataOpts={}}parse(t,e){const{_cachedMeta:i,_data:s}=this,{iScale:a,_stacked:r}=i,l=a.axis;let h,c,d,u=0===t&&e===s.length||i._sorted,f=t>0&&i._parsed[t-1];if(!1===this._parsing)i._parsed=s,i._sorted=!0,d=s;else{d=n(s[t])?this.parseArrayData(i,s,t,e):o(s[t])?this.parseObjectData(i,s,t,e):this.parsePrimitiveData(i,s,t,e);const a=()=>null===c[l]||f&&c[l]<f[l];for(h=0;h<e;++h)i._parsed[h+t]=c=d[h],u&&(a()&&(u=!1),f=c);i._sorted=u}r&&Vs(this,d)}parsePrimitiveData(t,e,i,s){const{iScale:n,vScale:o}=t,a=n.axis,r=o.axis,l=n.getLabels(),h=n===o,c=new Array(s);let d,u,f;for(d=0,u=s;d<u;++d)f=d+i,c[d]={[a]:h||n.parse(l[f],f),[r]:o.parse(e[f],f)};return c}parseArrayData(t,e,i,s){const{xScale:n,yScale:o}=t,a=new Array(s);let r,l,h,c;for(r=0,l=s;r<l;++r)h=r+i,c=e[h],a[r]={x:n.parse(c[0],h),y:o.parse(c[1],h)};return a}parseObjectData(t,e,i,s){const{xScale:n,yScale:o}=t,{xAxisKey:a="x",yAxisKey:r="y"}=this._parsing,l=new Array(s);let h,c,d,u;for(h=0,c=s;h<c;++h)d=h+i,u=e[d],l[h]={x:n.parse(M(u,a),d),y:o.parse(M(u,r),d)};return l}getParsed(t){return this._cachedMeta._parsed[t]}getDataElement(t){return this._cachedMeta.data[t]}applyStack(t,e,i){const s=this.chart,n=this._cachedMeta,o=e[t.axis];return Rs({keys:Es(s,!0),values:e._stacks[t.axis]._visualValues},o,n.index,{mode:i})}updateRangeFromParsed(t,e,i,s){const n=i[e.axis];let o=null===n?NaN:n;const a=s&&i._stacks[e.axis];s&&a&&(s.values=a,o=Rs(s,n,this._cachedMeta.index)),t.min=Math.min(t.min,o),t.max=Math.max(t.max,o)}getMinMax(t,e){const i=this._cachedMeta,s=i._parsed,n=i._sorted&&t===i.iScale,o=s.length,r=this._getOtherScale(t),l=((t,e,i)=>t&&!e.hidden&&e._stacked&&{keys:Es(i,!0),values:null})(e,i,this.chart),h={min:Number.POSITIVE_INFINITY,max:Number.NEGATIVE_INFINITY},{min:c,max:d}=function(t){const{min:e,max:i,minDefined:s,maxDefined:n}=t.getUserBounds();return{min:s?e:Number.NEGATIVE_INFINITY,max:n?i:Number.POSITIVE_INFINITY}}(r);let u,f;function g(){f=s[u];const e=f[r.axis];return!a(f[t.axis])||c>e||d<e}for(u=0;u<o&&(g()||(this.updateRangeFromParsed(h,t,f,l),!n));++u);if(n)for(u=o-1;u>=0;--u)if(!g()){this.updateRangeFromParsed(h,t,f,l);break}return h}getAllParsedValues(t){const e=this._cachedMeta._parsed,i=[];let s,n,o;for(s=0,n=e.length;s<n;++s)o=e[s][t.axis],a(o)&&i.push(o);return i}getMaxOverflow(){return!1}getLabelAndValue(t){const e=this._cachedMeta,i=e.iScale,s=e.vScale,n=this.getParsed(t);return{label:i?""+i.getLabelForValue(n[i.axis]):"",value:s?""+s.getLabelForValue(n[s.axis]):""}}_update(t){const e=this._cachedMeta;this.update(t||"default"),e._clip=function(t){let e,i,s,n;return o(t)?(e=t.top,i=t.right,s=t.bottom,n=t.left):e=i=s=n=t,{top:e,right:i,bottom:s,left:n,disabled:!1===t}}(l(this.options.clip,function(t,e,i){if(!1===i)return!1;const s=Ls(t,i),n=Ls(e,i);return{top:n.end,right:s.end,bottom:n.start,left:s.start}}(e.xScale,e.yScale,this.getMaxOverflow())))}update(t){}draw(){const t=this._ctx,e=this.chart,i=this._cachedMeta,s=i.data||[],n=e.chartArea,o=[],a=this._drawStart||0,r=this._drawCount||s.length-a,l=this.options.drawActiveElementsOnTop;let h;for(i.dataset&&i.dataset.draw(t,n,a,r),h=a;h<a+r;++h){const e=s[h];e.hidden||(e.active&&l?o.push(e):e.draw(t,n))}for(h=0;h<o.length;++h)o[h].draw(t,n)}getStyle(t,e){const i=e?"active":"default";return void 0===t&&this._cachedMeta.dataset?this.resolveDatasetElementOptions(i):this.resolveDataElementOptions(t||0,i)}getContext(t,e,i){const s=this.getDataset();let n;if(t>=0&&t<this._cachedMeta.data.length){const e=this._cachedMeta.data[t];n=e.$context||(e.$context=function(t,e,i){return Ci(t,{active:!1,dataIndex:e,parsed:void 0,raw:void 0,element:i,index:e,mode:"default",type:"data"})}(this.getContext(),t,e)),n.parsed=this.getParsed(t),n.raw=s.data[t],n.index=n.dataIndex=t}else n=this.$context||(this.$context=function(t,e){return Ci(t,{active:!1,dataset:void 0,datasetIndex:e,index:e,mode:"default",type:"dataset"})}(this.chart.getContext(),this.index)),n.dataset=s,n.index=n.datasetIndex=this.index;return n.active=!!e,n.mode=i,n}resolveDatasetElementOptions(t){return this._resolveElementOptions(this.datasetElementType.id,t)}resolveDataElementOptions(t,e){return this._resolveElementOptions(this.dataElementType.id,e,t)}_resolveElementOptions(t,e="default",i){const s="active"===e,n=this._cachedDataOpts,o=t+"-"+e,a=n[o],r=this.enableOptionSharing&&k(i);if(a)return Hs(a,r);const l=this.chart.config,h=l.datasetElementScopeKeys(this._type,t),c=s?[`${t}Hover`,"hover",t,""]:[t,""],d=l.getOptionScopes(this.getDataset(),h),u=Object.keys(ue.elements[t]),f=l.resolveNamedOptions(d,u,(()=>this.getContext(i,s,e)),c);return f.$shared&&(f.$shared=r,n[o]=Object.freeze(Hs(f,r))),f}_resolveAnimations(t,e,i){const s=this.chart,n=this._cachedDataOpts,o=`animation-${e}`,a=n[o];if(a)return a;let r;if(!1!==s.options.animation){const s=this.chart.config,n=s.datasetAnimationScopeKeys(this._type,e),o=s.getOptionScopes(this.getDataset(),n);r=s.createResolver(o,this.getContext(t,i,e))}const l=new Ts(s,r&&r.animations);return r&&r._cacheable&&(n[o]=Object.freeze(l)),l}getSharedOptions(t){if(t.$shared)return this._sharedOptions||(this._sharedOptions=Object.assign({},t))}includeOptions(t,e){return!e||Ns(t)||this.chart._animationsDisabled}_getSharedOptions(t,e){const i=this.resolveDataElementOptions(t,e),s=this._sharedOptions,n=this.getSharedOptions(i),o=this.includeOptions(e,n)||n!==s;return this.updateSharedOptions(n,e,i),{sharedOptions:n,includeOptions:o}}updateElement(t,e,i,s){Ns(s)?Object.assign(t,i):this._resolveAnimations(e,s).update(t,i)}updateSharedOptions(t,e,i){t&&!Ns(e)&&this._resolveAnimations(void 0,e).update(t,i)}_setStyle(t,e,i,s){t.active=s;const n=this.getStyle(e,s);this._resolveAnimations(e,i,s).update(t,{options:!s&&this.getSharedOptions(n)||n})}removeHoverStyle(t,e,i){this._setStyle(t,i,"active",!1)}setHoverStyle(t,e,i){this._setStyle(t,i,"active",!0)}_removeDatasetHoverStyle(){const t=this._cachedMeta.dataset;t&&this._setStyle(t,void 0,"active",!1)}_setDatasetHoverStyle(){const t=this._cachedMeta.dataset;t&&this._setStyle(t,void 0,"active",!0)}_resyncElements(t){const e=this._data,i=this._cachedMeta.data;for(const[t,e,i]of this._syncList)this[t](e,i);this._syncList=[];const s=i.length,n=e.length,o=Math.min(n,s);o&&this.parse(0,o),n>s?this._insertElements(s,n-s,t):n<s&&this._removeElements(n,s-n)}_insertElements(t,e,i=!0){const s=this._cachedMeta,n=s.data,o=t+e;let a;const r=t=>{for(t.length+=e,a=t.length-1;a>=o;a--)t[a]=t[a-e]};for(r(n),a=t;a<o;++a)n[a]=new this.dataElementType;this._parsing&&r(s._parsed),this.parse(t,e),i&&this.updateElements(n,t,e,"reset")}updateElements(t,e,i,s){}_removeElements(t,e){const i=this._cachedMeta;if(this._parsing){const s=i._parsed.splice(t,e);i._stacked&&Ws(i,s)}i.data.splice(t,e)}_sync(t){if(this._parsing)this._syncList.push(t);else{const[e,i,s]=t;this[e](i,s)}this.chart._dataChanges.push([this.index,...t])}_onDataPush(){const t=arguments.length;this._sync(["_insertElements",this.getDataset().data.length-t,t])}_onDataPop(){this._sync(["_removeElements",this._cachedMeta.data.length-1,1])}_onDataShift(){this._sync(["_removeElements",0,1])}_onDataSplice(t,e){e&&this._sync(["_removeElements",t,e]);const i=arguments.length-2;i&&this._sync(["_insertElements",t,i])}_onDataUnshift(){this._sync(["_insertElements",0,arguments.length])}}class $s{static defaults={};static defaultRoutes=void 0;x;y;active=!1;options;$animations;tooltipPosition(t){const{x:e,y:i}=this.getProps(["x","y"],t);return{x:e,y:i}}hasValue(){return N(this.x)&&N(this.y)}getProps(t,e){const i=this.$animations;if(!e||!i)return this;const s={};return t.forEach((t=>{s[t]=i[t]&&i[t].active()?i[t]._to:this[t]})),s}}function Ys(t,e){const i=t.options.ticks,n=function(t){const e=t.options.offset,i=t._tickSize(),s=t._length/i+(e?0:1),n=t._maxLength/i;return Math.floor(Math.min(s,n))}(t),o=Math.min(i.maxTicksLimit||n,n),a=i.major.enabled?function(t){const e=[];let i,s;for(i=0,s=t.length;i<s;i++)t[i].major&&e.push(i);return e}(e):[],r=a.length,l=a[0],h=a[r-1],c=[];if(r>o)return function(t,e,i,s){let n,o=0,a=i[0];for(s=Math.ceil(s),n=0;n<t.length;n++)n===a&&(e.push(t[n]),o++,a=i[o*s])}(e,c,a,r/o),c;const d=function(t,e,i){const s=function(t){const e=t.length;let i,s;if(e<2)return!1;for(s=t[0],i=1;i<e;++i)if(t[i]-t[i-1]!==s)return!1;return s}(t),n=e.length/i;if(!s)return Math.max(n,1);const o=W(s);for(let t=0,e=o.length-1;t<e;t++){const e=o[t];if(e>n)return e}return Math.max(n,1)}(a,e,o);if(r>0){let t,i;const n=r>1?Math.round((h-l)/(r-1)):null;for(Us(e,c,d,s(n)?0:l-n,l),t=0,i=r-1;t<i;t++)Us(e,c,d,a[t],a[t+1]);return Us(e,c,d,h,s(n)?e.length:h+n),c}return Us(e,c,d),c}function Us(t,e,i,s,n){const o=l(s,0),a=Math.min(l(n,t.length),t.length);let r,h,c,d=0;for(i=Math.ceil(i),n&&(r=n-s,i=r/Math.floor(r/i)),c=o;c<0;)d++,c=Math.round(o+d*i);for(h=Math.max(o,0);h<a;h++)h===c&&(e.push(t[h]),d++,c=Math.round(o+d*i))}const Xs=(t,e,i)=>"top"===e||"left"===e?t[e]+i:t[e]-i,qs=(t,e)=>Math.min(e||t,t);function Ks(t,e){const i=[],s=t.length/e,n=t.length;let o=0;for(;o<n;o+=s)i.push(t[Math.floor(o)]);return i}function Gs(t,e,i){const s=t.ticks.length,n=Math.min(e,s-1),o=t._startPixel,a=t._endPixel,r=1e-6;let l,h=t.getPixelForTick(n);if(!(i&&(l=1===s?Math.max(h-o,a-h):0===e?(t.getPixelForTick(1)-h)/2:(h-t.getPixelForTick(n-1))/2,h+=n<e?l:-l,h<o-r||h>a+r)))return h}function Js(t){return t.drawTicks?t.tickLength:0}function Zs(t,e){if(!t.display)return 0;const i=Si(t.font,e),s=ki(t.padding);return(n(t.text)?t.text.length:1)*i.lineHeight+s.height}function Qs(t,e,i){let s=ut(t);return(i&&"right"!==e||!i&&"right"===e)&&(s=(t=>"left"===t?"right":"right"===t?"left":t)(s)),s}class tn extends $s{constructor(t){super(),this.id=t.id,this.type=t.type,this.options=void 0,this.ctx=t.ctx,this.chart=t.chart,this.top=void 0,this.bottom=void 0,this.left=void 0,this.right=void 0,this.width=void 0,this.height=void 0,this._margins={left:0,right:0,top:0,bottom:0},this.maxWidth=void 0,this.maxHeight=void 0,this.paddingTop=void 0,this.paddingBottom=void 0,this.paddingLeft=void 0,this.paddingRight=void 0,this.axis=void 0,this.labelRotation=void 0,this.min=void 0,this.max=void 0,this._range=void 0,this.ticks=[],this._gridLineItems=null,this._labelItems=null,this._labelSizes=null,this._length=0,this._maxLength=0,this._longestTextCache={},this._startPixel=void 0,this._endPixel=void 0,this._reversePixels=!1,this._userMax=void 0,this._userMin=void 0,this._suggestedMax=void 0,this._suggestedMin=void 0,this._ticksLength=0,this._borderValue=0,this._cache={},this._dataLimitsCached=!1,this.$context=void 0}init(t){this.options=t.setContext(this.getContext()),this.axis=t.axis,this._userMin=this.parse(t.min),this._userMax=this.parse(t.max),this._suggestedMin=this.parse(t.suggestedMin),this._suggestedMax=this.parse(t.suggestedMax)}parse(t,e){return t}getUserBounds(){let{_userMin:t,_userMax:e,_suggestedMin:i,_suggestedMax:s}=this;return t=r(t,Number.POSITIVE_INFINITY),e=r(e,Number.NEGATIVE_INFINITY),i=r(i,Number.POSITIVE_INFINITY),s=r(s,Number.NEGATIVE_INFINITY),{min:r(t,i),max:r(e,s),minDefined:a(t),maxDefined:a(e)}}getMinMax(t){let e,{min:i,max:s,minDefined:n,maxDefined:o}=this.getUserBounds();if(n&&o)return{min:i,max:s};const a=this.getMatchingVisibleMetas();for(let r=0,l=a.length;r<l;++r)e=a[r].controller.getMinMax(this,t),n||(i=Math.min(i,e.min)),o||(s=Math.max(s,e.max));return i=o&&i>s?s:i,s=n&&i>s?i:s,{min:r(i,r(s,i)),max:r(s,r(i,s))}}getPadding(){return{left:this.paddingLeft||0,top:this.paddingTop||0,right:this.paddingRight||0,bottom:this.paddingBottom||0}}getTicks(){return this.ticks}getLabels(){const t=this.chart.data;return this.options.labels||(this.isHorizontal()?t.xLabels:t.yLabels)||t.labels||[]}getLabelItems(t=this.chart.chartArea){return this._labelItems||(this._labelItems=this._computeLabelItems(t))}beforeLayout(){this._cache={},this._dataLimitsCached=!1}beforeUpdate(){d(this.options.beforeUpdate,[this])}update(t,e,i){const{beginAtZero:s,grace:n,ticks:o}=this.options,a=o.sampleSize;this.beforeUpdate(),this.maxWidth=t,this.maxHeight=e,this._margins=i=Object.assign({left:0,right:0,top:0,bottom:0},i),this.ticks=null,this._labelSizes=null,this._gridLineItems=null,this._labelItems=null,this.beforeSetDimensions(),this.setDimensions(),this.afterSetDimensions(),this._maxLength=this.isHorizontal()?this.width+i.left+i.right:this.height+i.top+i.bottom,this._dataLimitsCached||(this.beforeDataLimits(),this.determineDataLimits(),this.afterDataLimits(),this._range=Di(this,n,s),this._dataLimitsCached=!0),this.beforeBuildTicks(),this.ticks=this.buildTicks()||[],this.afterBuildTicks();const r=a<this.ticks.length;this._convertTicksToLabels(r?Ks(this.ticks,a):this.ticks),this.configure(),this.beforeCalculateLabelRotation(),this.calculateLabelRotation(),this.afterCalculateLabelRotation(),o.display&&(o.autoSkip||"auto"===o.source)&&(this.ticks=Ys(this,this.ticks),this._labelSizes=null,this.afterAutoSkip()),r&&this._convertTicksToLabels(this.ticks),this.beforeFit(),this.fit(),this.afterFit(),this.afterUpdate()}configure(){let t,e,i=this.options.reverse;this.isHorizontal()?(t=this.left,e=this.right):(t=this.top,e=this.bottom,i=!i),this._startPixel=t,this._endPixel=e,this._reversePixels=i,this._length=e-t,this._alignToPixels=this.options.alignToPixels}afterUpdate(){d(this.options.afterUpdate,[this])}beforeSetDimensions(){d(this.options.beforeSetDimensions,[this])}setDimensions(){this.isHorizontal()?(this.width=this.maxWidth,this.left=0,this.right=this.width):(this.height=this.maxHeight,this.top=0,this.bottom=this.height),this.paddingLeft=0,this.paddingTop=0,this.paddingRight=0,this.paddingBottom=0}afterSetDimensions(){d(this.options.afterSetDimensions,[this])}_callHooks(t){this.chart.notifyPlugins(t,this.getContext()),d(this.options[t],[this])}beforeDataLimits(){this._callHooks("beforeDataLimits")}determineDataLimits(){}afterDataLimits(){this._callHooks("afterDataLimits")}beforeBuildTicks(){this._callHooks("beforeBuildTicks")}buildTicks(){return[]}afterBuildTicks(){this._callHooks("afterBuildTicks")}beforeTickToLabelConversion(){d(this.options.beforeTickToLabelConversion,[this])}generateTickLabels(t){const e=this.options.ticks;let i,s,n;for(i=0,s=t.length;i<s;i++)n=t[i],n.label=d(e.callback,[n.value,i,t],this)}afterTickToLabelConversion(){d(this.options.afterTickToLabelConversion,[this])}beforeCalculateLabelRotation(){d(this.options.beforeCalculateLabelRotation,[this])}calculateLabelRotation(){const t=this.options,e=t.ticks,i=qs(this.ticks.length,t.ticks.maxTicksLimit),s=e.minRotation||0,n=e.maxRotation;let o,a,r,l=s;if(!this._isVisible()||!e.display||s>=n||i<=1||!this.isHorizontal())return void(this.labelRotation=s);const h=this._getLabelSizes(),c=h.widest.width,d=h.highest.height,u=Z(this.chart.width-c,0,this.maxWidth);o=t.offset?this.maxWidth/i:u/(i-1),c+6>o&&(o=u/(i-(t.offset?.5:1)),a=this.maxHeight-Js(t.grid)-e.padding-Zs(t.title,this.chart.options.font),r=Math.sqrt(c*c+d*d),l=Y(Math.min(Math.asin(Z((h.highest.height+6)/o,-1,1)),Math.asin(Z(a/r,-1,1))-Math.asin(Z(d/r,-1,1)))),l=Math.max(s,Math.min(n,l))),this.labelRotation=l}afterCalculateLabelRotation(){d(this.options.afterCalculateLabelRotation,[this])}afterAutoSkip(){}beforeFit(){d(this.options.beforeFit,[this])}fit(){const t={width:0,height:0},{chart:e,options:{ticks:i,title:s,grid:n}}=this,o=this._isVisible(),a=this.isHorizontal();if(o){const o=Zs(s,e.options.font);if(a?(t.width=this.maxWidth,t.height=Js(n)+o):(t.height=this.maxHeight,t.width=Js(n)+o),i.display&&this.ticks.length){const{first:e,last:s,widest:n,highest:o}=this._getLabelSizes(),r=2*i.padding,l=$(this.labelRotation),h=Math.cos(l),c=Math.sin(l);if(a){const e=i.mirror?0:c*n.width+h*o.height;t.height=Math.min(this.maxHeight,t.height+e+r)}else{const e=i.mirror?0:h*n.width+c*o.height;t.width=Math.min(this.maxWidth,t.width+e+r)}this._calculatePadding(e,s,c,h)}}this._handleMargins(),a?(this.width=this._length=e.width-this._margins.left-this._margins.right,this.height=t.height):(this.width=t.width,this.height=this._length=e.height-this._margins.top-this._margins.bottom)}_calculatePadding(t,e,i,s){const{ticks:{align:n,padding:o},position:a}=this.options,r=0!==this.labelRotation,l="top"!==a&&"x"===this.axis;if(this.isHorizontal()){const a=this.getPixelForTick(0)-this.left,h=this.right-this.getPixelForTick(this.ticks.length-1);let c=0,d=0;r?l?(c=s*t.width,d=i*e.height):(c=i*t.height,d=s*e.width):"start"===n?d=e.width:"end"===n?c=t.width:"inner"!==n&&(c=t.width/2,d=e.width/2),this.paddingLeft=Math.max((c-a+o)*this.width/(this.width-a),0),this.paddingRight=Math.max((d-h+o)*this.width/(this.width-h),0)}else{let i=e.height/2,s=t.height/2;"start"===n?(i=0,s=t.height):"end"===n&&(i=e.height,s=0),this.paddingTop=i+o,this.paddingBottom=s+o}}_handleMargins(){this._margins&&(this._margins.left=Math.max(this.paddingLeft,this._margins.left),this._margins.top=Math.max(this.paddingTop,this._margins.top),this._margins.right=Math.max(this.paddingRight,this._margins.right),this._margins.bottom=Math.max(this.paddingBottom,this._margins.bottom))}afterFit(){d(this.options.afterFit,[this])}isHorizontal(){const{axis:t,position:e}=this.options;return"top"===e||"bottom"===e||"x"===t}isFullSize(){return this.options.fullSize}_convertTicksToLabels(t){let e,i;for(this.beforeTickToLabelConversion(),this.generateTickLabels(t),e=0,i=t.length;e<i;e++)s(t[e].label)&&(t.splice(e,1),i--,e--);this.afterTickToLabelConversion()}_getLabelSizes(){let t=this._labelSizes;if(!t){const e=this.options.ticks.sampleSize;let i=this.ticks;e<i.length&&(i=Ks(i,e)),this._labelSizes=t=this._computeLabelSizes(i,i.length,this.options.ticks.maxTicksLimit)}return t}_computeLabelSizes(t,e,i){const{ctx:o,_longestTextCache:a}=this,r=[],l=[],h=Math.floor(e/qs(e,i));let c,d,f,g,p,m,x,b,_,y,v,M=0,w=0;for(c=0;c<e;c+=h){if(g=t[c].label,p=this._resolveTickFontOptions(c),o.font=m=p.string,x=a[m]=a[m]||{data:{},gc:[]},b=p.lineHeight,_=y=0,s(g)||n(g)){if(n(g))for(d=0,f=g.length;d<f;++d)v=g[d],s(v)||n(v)||(_=Ce(o,x.data,x.gc,_,v),y+=b)}else _=Ce(o,x.data,x.gc,_,g),y=b;r.push(_),l.push(y),M=Math.max(_,M),w=Math.max(y,w)}!function(t,e){u(t,(t=>{const i=t.gc,s=i.length/2;let n;if(s>e){for(n=0;n<s;++n)delete t.data[i[n]];i.splice(0,s)}}))}(a,e);const k=r.indexOf(M),S=l.indexOf(w),P=t=>({width:r[t]||0,height:l[t]||0});return{first:P(0),last:P(e-1),widest:P(k),highest:P(S),widths:r,heights:l}}getLabelForValue(t){return t}getPixelForValue(t,e){return NaN}getValueForPixel(t){}getPixelForTick(t){const e=this.ticks;return t<0||t>e.length-1?null:this.getPixelForValue(e[t].value)}getPixelForDecimal(t){this._reversePixels&&(t=1-t);const e=this._startPixel+t*this._length;return Q(this._alignToPixels?Ae(this.chart,e,0):e)}getDecimalForPixel(t){const e=(t-this._startPixel)/this._length;return this._reversePixels?1-e:e}getBasePixel(){return this.getPixelForValue(this.getBaseValue())}getBaseValue(){const{min:t,max:e}=this;return t<0&&e<0?e:t>0&&e>0?t:0}getContext(t){const e=this.ticks||[];if(t>=0&&t<e.length){const i=e[t];return i.$context||(i.$context=function(t,e,i){return Ci(t,{tick:i,index:e,type:"tick"})}(this.getContext(),t,i))}return this.$context||(this.$context=Ci(this.chart.getContext(),{scale:this,type:"scale"}))}_tickSize(){const t=this.options.ticks,e=$(this.labelRotation),i=Math.abs(Math.cos(e)),s=Math.abs(Math.sin(e)),n=this._getLabelSizes(),o=t.autoSkipPadding||0,a=n?n.widest.width+o:0,r=n?n.highest.height+o:0;return this.isHorizontal()?r*i>a*s?a/i:r/s:r*s<a*i?r/i:a/s}_isVisible(){const t=this.options.display;return"auto"!==t?!!t:this.getMatchingVisibleMetas().length>0}_computeGridLineItems(t){const e=this.axis,i=this.chart,s=this.options,{grid:n,position:a,border:r}=s,h=n.offset,c=this.isHorizontal(),d=this.ticks.length+(h?1:0),u=Js(n),f=[],g=r.setContext(this.getContext()),p=g.display?g.width:0,m=p/2,x=function(t){return Ae(i,t,p)};let b,_,y,v,M,w,k,S,P,D,C,O;if("top"===a)b=x(this.bottom),w=this.bottom-u,S=b-m,D=x(t.top)+m,O=t.bottom;else if("bottom"===a)b=x(this.top),D=t.top,O=x(t.bottom)-m,w=b+m,S=this.top+u;else if("left"===a)b=x(this.right),M=this.right-u,k=b-m,P=x(t.left)+m,C=t.right;else if("right"===a)b=x(this.left),P=t.left,C=x(t.right)-m,M=b+m,k=this.left+u;else if("x"===e){if("center"===a)b=x((t.top+t.bottom)/2+.5);else if(o(a)){const t=Object.keys(a)[0],e=a[t];b=x(this.chart.scales[t].getPixelForValue(e))}D=t.top,O=t.bottom,w=b+m,S=w+u}else if("y"===e){if("center"===a)b=x((t.left+t.right)/2);else if(o(a)){const t=Object.keys(a)[0],e=a[t];b=x(this.chart.scales[t].getPixelForValue(e))}M=b-m,k=M-u,P=t.left,C=t.right}const A=l(s.ticks.maxTicksLimit,d),T=Math.max(1,Math.ceil(d/A));for(_=0;_<d;_+=T){const t=this.getContext(_),e=n.setContext(t),s=r.setContext(t),o=e.lineWidth,a=e.color,l=s.dash||[],d=s.dashOffset,u=e.tickWidth,g=e.tickColor,p=e.tickBorderDash||[],m=e.tickBorderDashOffset;y=Gs(this,_,h),void 0!==y&&(v=Ae(i,y,o),c?M=k=P=C=v:w=S=D=O=v,f.push({tx1:M,ty1:w,tx2:k,ty2:S,x1:P,y1:D,x2:C,y2:O,width:o,color:a,borderDash:l,borderDashOffset:d,tickWidth:u,tickColor:g,tickBorderDash:p,tickBorderDashOffset:m}))}return this._ticksLength=d,this._borderValue=b,f}_computeLabelItems(t){const e=this.axis,i=this.options,{position:s,ticks:a}=i,r=this.isHorizontal(),l=this.ticks,{align:h,crossAlign:c,padding:d,mirror:u}=a,f=Js(i.grid),g=f+d,p=u?-d:g,m=-$(this.labelRotation),x=[];let b,_,y,v,M,w,k,S,P,D,C,O,A="middle";if("top"===s)w=this.bottom-p,k=this._getXAxisLabelAlignment();else 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Si(this.options.ticks.setContext(this.getContext(t)).font)}_maxDigits(){const t=this._resolveTickFontOptions(0).lineHeight;return(this.isHorizontal()?this.width:this.height)/t}}class en{constructor(t,e,i){this.type=t,this.scope=e,this.override=i,this.items=Object.create(null)}isForType(t){return Object.prototype.isPrototypeOf.call(this.type.prototype,t.prototype)}register(t){const e=Object.getPrototypeOf(t);let i;(function(t){return"id"in t&&"defaults"in t})(e)&&(i=this.register(e));const s=this.items,n=t.id,o=this.scope+"."+n;if(!n)throw new Error("class does not have id: "+t);return n in s||(s[n]=t,function(t,e,i){const s=x(Object.create(null),[i?ue.get(i):{},ue.get(e),t.defaults]);ue.set(e,s),t.defaultRoutes&&function(t,e){Object.keys(e).forEach((i=>{const 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i=this.options,s=this.canvas,n=i.maintainAspectRatio&&this.aspectRatio,o=this.platform.getMaximumSize(s,t,e,n),a=i.devicePixelRatio||this.platform.getDevicePixelRatio(),r=this.width?"resize":"attach";this.width=o.width,this.height=o.height,this._aspectRatio=this.aspectRatio,ke(this,a,!0)&&(this.notifyPlugins("resize",{size:o}),d(i.onResize,[this,o],this),this.attached&&this._doResize(r)&&this.render())}ensureScalesHaveIDs(){u(this.options.scales||{},((t,e)=>{t.id=e}))}buildOrUpdateScales(){const t=this.options,e=t.scales,i=this.scales,s=Object.keys(i).reduce(((t,e)=>(t[e]=!1,t)),{});let n=[];e&&(n=n.concat(Object.keys(e).map((t=>{const i=e[t],s=cn(t,i),n="r"===s,o="x"===s;return{options:i,dposition:n?"chartArea":o?"bottom":"left",dtype:n?"radialLinear":o?"category":"linear"}})))),u(n,(e=>{const n=e.options,o=n.id,a=cn(o,n),r=l(n.type,e.dtype);void 0!==n.position&&wn(n.position,a)===wn(e.dposition)||(n.position=e.dposition),s[o]=!0;let h=null;if(o in 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i=this._options=e.createResolver(e.chartOptionScopes(),this.getContext()),s=this._animationsDisabled=!i.animation;if(this._updateScales(),this._checkEventBindings(),this._updateHiddenIndices(),this._plugins.invalidate(),!1===this.notifyPlugins("beforeUpdate",{mode:t,cancelable:!0}))return;const n=this.buildOrUpdateControllers();this.notifyPlugins("beforeElementsUpdate");let o=0;for(let 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t=this._dataChanges;if(!t||!t.length)return;this._dataChanges=[];const e=this.data.datasets.length,i=e=>new Set(t.filter((t=>t[0]===e)).map(((t,e)=>e+","+t.splice(1).join(",")))),s=i(0);for(let t=1;t<e;t++)if(!P(s,i(t)))return;return Array.from(s).map((t=>t.split(","))).map((t=>({method:t[1],start:+t[2],count:+t[3]})))}_updateLayout(t){if(!1===this.notifyPlugins("beforeLayout",{cancelable:!0}))return;ls.update(this,this.width,this.height,t);const e=this.chartArea,i=e.width<=0||e.height<=0;this._layers=[],u(this.boxes,(t=>{i&&"chartArea"===t.position||(t.configure&&t.configure(),this._layers.push(...t._layers()))}),this),this._layers.forEach(((t,e)=>{t._idx=e})),this.notifyPlugins("afterLayout")}_updateDatasets(t){if(!1!==this.notifyPlugins("beforeDatasetsUpdate",{mode:t,cancelable:!0})){for(let t=0,e=this.data.datasets.length;t<e;++t)this.getDatasetMeta(t).controller.configure();for(let e=0,i=this.data.datasets.length;e<i;++e)this._updateDataset(e,S(t)?t({datasetIndex:e}):t);this.notifyPlugins("afterDatasetsUpdate",{mode:t})}}_updateDataset(t,e){const i=this.getDatasetMeta(t),s={meta:i,index:t,mode:e,cancelable:!0};!1!==this.notifyPlugins("beforeDatasetUpdate",s)&&(i.controller._update(e),s.cancelable=!1,this.notifyPlugins("afterDatasetUpdate",s))}render(){!1!==this.notifyPlugins("beforeRender",{cancelable:!0})&&(bt.has(this)?this.attached&&!bt.running(this)&&bt.start(this):(this.draw(),Sn({chart:this})))}draw(){let t;if(this._resizeBeforeDraw){const{width:t,height:e}=this._resizeBeforeDraw;this._resizeBeforeDraw=null,this._resize(t,e)}if(this.clear(),this.width<=0||this.height<=0)return;if(!1===this.notifyPlugins("beforeDraw",{cancelable:!0}))return;const e=this._layers;for(t=0;t<e.length&&e[t].z<=0;++t)e[t].draw(this.chartArea);for(this._drawDatasets();t<e.length;++t)e[t].draw(this.chartArea);this.notifyPlugins("afterDraw")}_getSortedDatasetMetas(t){const e=this._sortedMetasets,i=[];let s,n;for(s=0,n=e.length;s<n;++s){const n=e[s];t&&!n.visible||i.push(n)}return i}getSortedVisibleDatasetMetas(){return this._getSortedDatasetMetas(!0)}_drawDatasets(){if(!1===this.notifyPlugins("beforeDatasetsDraw",{cancelable:!0}))return;const t=this.getSortedVisibleDatasetMetas();for(let e=t.length-1;e>=0;--e)this._drawDataset(t[e]);this.notifyPlugins("afterDatasetsDraw")}_drawDataset(t){const e=this.ctx,i={meta:t,index:t.index,cancelable:!0},s=Ni(this,t);!1!==this.notifyPlugins("beforeDatasetDraw",i)&&(s&&Ie(e,s),t.controller.draw(),s&&ze(e),i.cancelable=!1,this.notifyPlugins("afterDatasetDraw",i))}isPointInArea(t){return Re(t,this.chartArea,this._minPadding)}getElementsAtEventForMode(t,e,i,s){const n=Ki.modes[e];return"function"==typeof n?n(this,t,i,s):[]}getDatasetMeta(t){const e=this.data.datasets[t],i=this._metasets;let s=i.filter((t=>t&&t._dataset===e)).pop();return s||(s={type:null,data:[],dataset:null,controller:null,hidden:null,xAxisID:null,yAxisID:null,order:e&&e.order||0,index:t,_dataset:e,_parsed:[],_sorted:!1},i.push(s)),s}getContext(){return this.$context||(this.$context=Ci(null,{chart:this,type:"chart"}))}getVisibleDatasetCount(){return this.getSortedVisibleDatasetMetas().length}isDatasetVisible(t){const e=this.data.datasets[t];if(!e)return!1;const i=this.getDatasetMeta(t);return"boolean"==typeof i.hidden?!i.hidden:!e.hidden}setDatasetVisibility(t,e){this.getDatasetMeta(t).hidden=!e}toggleDataVisibility(t){this._hiddenIndices[t]=!this._hiddenIndices[t]}getDataVisibility(t){return!this._hiddenIndices[t]}_updateVisibility(t,e,i){const s=i?"show":"hide",n=this.getDatasetMeta(t),o=n.controller._resolveAnimations(void 0,s);k(e)?(n.data[e].hidden=!i,this.update()):(this.setDatasetVisibility(t,i),o.update(n,{visible:i}),this.update((e=>e.datasetIndex===t?s:void 0)))}hide(t,e){this._updateVisibility(t,e,!1)}show(t,e){this._updateVisibility(t,e,!0)}_destroyDatasetMeta(t){const e=this._metasets[t];e&&e.controller&&e.controller._destroy(),delete this._metasets[t]}_stop(){let t,e;for(this.stop(),bt.remove(this),t=0,e=this.data.datasets.length;t<e;++t)this._destroyDatasetMeta(t)}destroy(){this.notifyPlugins("beforeDestroy");const{canvas:t,ctx:e}=this;this._stop(),this.config.clearCache(),t&&(this.unbindEvents(),Te(t,e),this.platform.releaseContext(e),this.canvas=null,this.ctx=null),delete Cn[this.id],this.notifyPlugins("afterDestroy")}toBase64Image(...t){return this.canvas.toDataURL(...t)}bindEvents(){this.bindUserEvents(),this.options.responsive?this.bindResponsiveEvents():this.attached=!0}bindUserEvents(){const t=this._listeners,e=this.platform,i=(i,s)=>{e.addEventListener(this,i,s),t[i]=s},s=(t,e,i)=>{t.offsetX=e,t.offsetY=i,this._eventHandler(t)};u(this.options.events,(t=>i(t,s)))}bindResponsiveEvents(){this._responsiveListeners||(this._responsiveListeners={});const t=this._responsiveListeners,e=this.platform,i=(i,s)=>{e.addEventListener(this,i,s),t[i]=s},s=(i,s)=>{t[i]&&(e.removeEventListener(this,i,s),delete t[i])},n=(t,e)=>{this.canvas&&this.resize(t,e)};let o;const a=()=>{s("attach",a),this.attached=!0,this.resize(),i("resize",n),i("detach",o)};o=()=>{this.attached=!1,s("resize",n),this._stop(),this._resize(0,0),i("attach",a)},e.isAttached(this.canvas)?a():o()}unbindEvents(){u(this._listeners,((t,e)=>{this.platform.removeEventListener(this,e,t)})),this._listeners={},u(this._responsiveListeners,((t,e)=>{this.platform.removeEventListener(this,e,t)})),this._responsiveListeners=void 0}updateHoverStyle(t,e,i){const s=i?"set":"remove";let n,o,a,r;for("dataset"===e&&(n=this.getDatasetMeta(t[0].datasetIndex),n.controller["_"+s+"DatasetHoverStyle"]()),a=0,r=t.length;a<r;++a){o=t[a];const e=o&&this.getDatasetMeta(o.datasetIndex).controller;e&&e[s+"HoverStyle"](o.element,o.datasetIndex,o.index)}}getActiveElements(){return this._active||[]}setActiveElements(t){const e=this._active||[],i=t.map((({datasetIndex:t,index:e})=>{const i=this.getDatasetMeta(t);if(!i)throw new Error("No dataset found at index "+t);return{datasetIndex:t,element:i.data[e],index:e}}));!f(i,e)&&(this._active=i,this._lastEvent=null,this._updateHoverStyles(i,e))}notifyPlugins(t,e,i){return this._plugins.notify(this,t,e,i)}isPluginEnabled(t){return 1===this._plugins._cache.filter((e=>e.plugin.id===t)).length}_updateHoverStyles(t,e,i){const s=this.options.hover,n=(t,e)=>t.filter((t=>!e.some((e=>t.datasetIndex===e.datasetIndex&&t.index===e.index)))),o=n(e,t),a=i?t:n(t,e);o.length&&this.updateHoverStyle(o,s.mode,!1),a.length&&s.mode&&this.updateHoverStyle(a,s.mode,!0)}_eventHandler(t,e){const i={event:t,replay:e,cancelable:!0,inChartArea:this.isPointInArea(t)},s=e=>(e.options.events||this.options.events).includes(t.native.type);if(!1===this.notifyPlugins("beforeEvent",i,s))return;const n=this._handleEvent(t,e,i.inChartArea);return i.cancelable=!1,this.notifyPlugins("afterEvent",i,s),(n||i.changed)&&this.render(),this}_handleEvent(t,e,i){const{_active:s=[],options:n}=this,o=e,a=this._getActiveElements(t,s,i,o),r=D(t),l=function(t,e,i,s){return i&&"mouseout"!==t.type?s?e:t:null}(t,this._lastEvent,i,r);i&&(this._lastEvent=null,d(n.onHover,[t,a,this],this),r&&d(n.onClick,[t,a,this],this));const h=!f(a,s);return(h||e)&&(this._active=a,this._updateHoverStyles(a,s,e)),this._lastEvent=l,h}_getActiveElements(t,e,i,s){if("mouseout"===t.type)return[];if(!i)return e;const n=this.options.hover;return this.getElementsAtEventForMode(t,n.mode,n,s)}}function Ln(){return u(Tn.instances,(t=>t._plugins.invalidate()))}function En(){throw new Error("This method is not implemented: Check that a complete date adapter is provided.")}class Rn{static override(t){Object.assign(Rn.prototype,t)}options;constructor(t){this.options=t||{}}init(){}formats(){return En()}parse(){return En()}format(){return En()}add(){return En()}diff(){return En()}startOf(){return En()}endOf(){return En()}}var In={_date:Rn};function zn(t){const e=t.iScale,i=function(t,e){if(!t._cache.$bar){const i=t.getMatchingVisibleMetas(e);let s=[];for(let e=0,n=i.length;e<n;e++)s=s.concat(i[e].controller.getAllParsedValues(t));t._cache.$bar=lt(s.sort(((t,e)=>t-e)))}return t._cache.$bar}(e,t.type);let s,n,o,a,r=e._length;const l=()=>{32767!==o&&-32768!==o&&(k(a)&&(r=Math.min(r,Math.abs(o-a)||r)),a=o)};for(s=0,n=i.length;s<n;++s)o=e.getPixelForValue(i[s]),l();for(a=void 0,s=0,n=e.ticks.length;s<n;++s)o=e.getPixelForTick(s),l();return r}function Fn(t,e,i,s){return n(t)?function(t,e,i,s){const n=i.parse(t[0],s),o=i.parse(t[1],s),a=Math.min(n,o),r=Math.max(n,o);let l=a,h=r;Math.abs(a)>Math.abs(r)&&(l=r,h=a),e[i.axis]=h,e._custom={barStart:l,barEnd:h,start:n,end:o,min:a,max:r}}(t,e,i,s):e[i.axis]=i.parse(t,s),e}function Vn(t,e,i,s){const n=t.iScale,o=t.vScale,a=n.getLabels(),r=n===o,l=[];let h,c,d,u;for(h=i,c=i+s;h<c;++h)u=e[h],d={},d[n.axis]=r||n.parse(a[h],h),l.push(Fn(u,d,o,h));return l}function Bn(t){return t&&void 0!==t.barStart&&void 0!==t.barEnd}function Wn(t,e,i,s){let n=e.borderSkipped;const o={};if(!n)return void(t.borderSkipped=o);if(!0===n)return void(t.borderSkipped={top:!0,right:!0,bottom:!0,left:!0});const{start:a,end:r,reverse:l,top:h,bottom:c}=function(t){let e,i,s,n,o;return t.horizontal?(e=t.base>t.x,i="left",s="right"):(e=t.base<t.y,i="bottom",s="top"),e?(n="end",o="start"):(n="start",o="end"),{start:i,end:s,reverse:e,top:n,bottom:o}}(t);"middle"===n&&i&&(t.enableBorderRadius=!0,(i._top||0)===s?n=h:(i._bottom||0)===s?n=c:(o[Nn(c,a,r,l)]=!0,n=h)),o[Nn(n,a,r,l)]=!0,t.borderSkipped=o}function Nn(t,e,i,s){var n,o,a;return s?(a=i,t=Hn(t=(n=t)===(o=e)?a:n===a?o:n,i,e)):t=Hn(t,e,i),t}function Hn(t,e,i){return"start"===t?e:"end"===t?i:t}function jn(t,{inflateAmount:e},i){t.inflateAmount="auto"===e?1===i?.33:0:e}class $n extends js{static id="doughnut";static defaults={datasetElementType:!1,dataElementType:"arc",animation:{animateRotate:!0,animateScale:!1},animations:{numbers:{type:"number",properties:["circumference","endAngle","innerRadius","outerRadius","startAngle","x","y","offset","borderWidth","spacing"]}},cutout:"50%",rotation:0,circumference:360,radius:"100%",spacing:0,indexAxis:"r"};static descriptors={_scriptable:t=>"spacing"!==t,_indexable:t=>"spacing"!==t&&!t.startsWith("borderDash")&&!t.startsWith("hoverBorderDash")};static overrides={aspectRatio:1,plugins:{legend:{labels:{generateLabels(t){const e=t.data,{labels:{pointStyle:i,textAlign:s,color:n,useBorderRadius:o,borderRadius:a}}=t.legend.options;return e.labels.length&&e.datasets.length?e.labels.map(((e,r)=>{const l=t.getDatasetMeta(0).controller.getStyle(r);return{text:e,fillStyle:l.backgroundColor,fontColor:n,hidden:!t.getDataVisibility(r),lineDash:l.borderDash,lineDashOffset:l.borderDashOffset,lineJoin:l.borderJoinStyle,lineWidth:l.borderWidth,strokeStyle:l.borderColor,textAlign:s,pointStyle:i,borderRadius:o&&(a||l.borderRadius),index:r}})):[]}},onClick(t,e,i){i.chart.toggleDataVisibility(e.index),i.chart.update()}}}};constructor(t,e){super(t,e),this.enableOptionSharing=!0,this.innerRadius=void 0,this.outerRadius=void 0,this.offsetX=void 0,this.offsetY=void 0}linkScales(){}parse(t,e){const i=this.getDataset().data,s=this._cachedMeta;if(!1===this._parsing)s._parsed=i;else{let n,a,r=t=>+i[t];if(o(i[t])){const{key:t="value"}=this._parsing;r=e=>+M(i[e],t)}for(n=t,a=t+e;n<a;++n)s._parsed[n]=r(n)}}_getRotation(){return $(this.options.rotation-90)}_getCircumference(){return $(this.options.circumference)}_getRotationExtents(){let t=O,e=-O;for(let i=0;i<this.chart.data.datasets.length;++i)if(this.chart.isDatasetVisible(i)&&this.chart.getDatasetMeta(i).type===this._type){const s=this.chart.getDatasetMeta(i).controller,n=s._getRotation(),o=s._getCircumference();t=Math.min(t,n),e=Math.max(e,n+o)}return{rotation:t,circumference:e-t}}update(t){const e=this.chart,{chartArea:i}=e,s=this._cachedMeta,n=s.data,o=this.getMaxBorderWidth()+this.getMaxOffset(n)+this.options.spacing,a=Math.max((Math.min(i.width,i.height)-o)/2,0),r=Math.min(h(this.options.cutout,a),1),l=this._getRingWeight(this.index),{circumference:d,rotation:u}=this._getRotationExtents(),{ratioX:f,ratioY:g,offsetX:p,offsetY:m}=function(t,e,i){let s=1,n=1,o=0,a=0;if(e<O){const r=t,l=r+e,h=Math.cos(r),c=Math.sin(r),d=Math.cos(l),u=Math.sin(l),f=(t,e,s)=>J(t,r,l,!0)?1:Math.max(e,e*i,s,s*i),g=(t,e,s)=>J(t,r,l,!0)?-1:Math.min(e,e*i,s,s*i),p=f(0,h,d),m=f(E,c,u),x=g(C,h,d),b=g(C+E,c,u);s=(p-x)/2,n=(m-b)/2,o=-(p+x)/2,a=-(m+b)/2}return{ratioX:s,ratioY:n,offsetX:o,offsetY:a}}(u,d,r),x=(i.width-o)/f,b=(i.height-o)/g,_=Math.max(Math.min(x,b)/2,0),y=c(this.options.radius,_),v=(y-Math.max(y*r,0))/this._getVisibleDatasetWeightTotal();this.offsetX=p*y,this.offsetY=m*y,s.total=this.calculateTotal(),this.outerRadius=y-v*this._getRingWeightOffset(this.index),this.innerRadius=Math.max(this.outerRadius-v*l,0),this.updateElements(n,0,n.length,t)}_circumference(t,e){const i=this.options,s=this._cachedMeta,n=this._getCircumference();return e&&i.animation.animateRotate||!this.chart.getDataVisibility(t)||null===s._parsed[t]||s.data[t].hidden?0:this.calculateCircumference(s._parsed[t]*n/O)}updateElements(t,e,i,s){const n="reset"===s,o=this.chart,a=o.chartArea,r=o.options.animation,l=(a.left+a.right)/2,h=(a.top+a.bottom)/2,c=n&&r.animateScale,d=c?0:this.innerRadius,u=c?0:this.outerRadius,{sharedOptions:f,includeOptions:g}=this._getSharedOptions(e,s);let p,m=this._getRotation();for(p=0;p<e;++p)m+=this._circumference(p,n);for(p=e;p<e+i;++p){const e=this._circumference(p,n),i=t[p],o={x:l+this.offsetX,y:h+this.offsetY,startAngle:m,endAngle:m+e,circumference:e,outerRadius:u,innerRadius:d};g&&(o.options=f||this.resolveDataElementOptions(p,i.active?"active":s)),m+=e,this.updateElement(i,p,o,s)}}calculateTotal(){const t=this._cachedMeta,e=t.data;let i,s=0;for(i=0;i<e.length;i++){const n=t._parsed[i];null===n||isNaN(n)||!this.chart.getDataVisibility(i)||e[i].hidden||(s+=Math.abs(n))}return s}calculateCircumference(t){const e=this._cachedMeta.total;return e>0&&!isNaN(t)?O*(Math.abs(t)/e):0}getLabelAndValue(t){const e=this._cachedMeta,i=this.chart,s=i.data.labels||[],n=ne(e._parsed[t],i.options.locale);return{label:s[t]||"",value:n}}getMaxBorderWidth(t){let e=0;const i=this.chart;let s,n,o,a,r;if(!t)for(s=0,n=i.data.datasets.length;s<n;++s)if(i.isDatasetVisible(s)){o=i.getDatasetMeta(s),t=o.data,a=o.controller;break}if(!t)return 0;for(s=0,n=t.length;s<n;++s)r=a.resolveDataElementOptions(s),"inner"!==r.borderAlign&&(e=Math.max(e,r.borderWidth||0,r.hoverBorderWidth||0));return e}getMaxOffset(t){let e=0;for(let i=0,s=t.length;i<s;++i){const t=this.resolveDataElementOptions(i);e=Math.max(e,t.offset||0,t.hoverOffset||0)}return e}_getRingWeightOffset(t){let e=0;for(let i=0;i<t;++i)this.chart.isDatasetVisible(i)&&(e+=this._getRingWeight(i));return e}_getRingWeight(t){return Math.max(l(this.chart.data.datasets[t].weight,1),0)}_getVisibleDatasetWeightTotal(){return this._getRingWeightOffset(this.chart.data.datasets.length)||1}}class Yn extends js{static id="polarArea";static defaults={dataElementType:"arc",animation:{animateRotate:!0,animateScale:!0},animations:{numbers:{type:"number",properties:["x","y","startAngle","endAngle","innerRadius","outerRadius"]}},indexAxis:"r",startAngle:0};static overrides={aspectRatio:1,plugins:{legend:{labels:{generateLabels(t){const e=t.data;if(e.labels.length&&e.datasets.length){const{labels:{pointStyle:i,color:s}}=t.legend.options;return e.labels.map(((e,n)=>{const o=t.getDatasetMeta(0).controller.getStyle(n);return{text:e,fillStyle:o.backgroundColor,strokeStyle:o.borderColor,fontColor:s,lineWidth:o.borderWidth,pointStyle:i,hidden:!t.getDataVisibility(n),index:n}}))}return[]}},onClick(t,e,i){i.chart.toggleDataVisibility(e.index),i.chart.update()}}},scales:{r:{type:"radialLinear",angleLines:{display:!1},beginAtZero:!0,grid:{circular:!0},pointLabels:{display:!1},startAngle:0}}};constructor(t,e){super(t,e),this.innerRadius=void 0,this.outerRadius=void 0}getLabelAndValue(t){const e=this._cachedMeta,i=this.chart,s=i.data.labels||[],n=ne(e._parsed[t].r,i.options.locale);return{label:s[t]||"",value:n}}parseObjectData(t,e,i,s){return ii.bind(this)(t,e,i,s)}update(t){const e=this._cachedMeta.data;this._updateRadius(),this.updateElements(e,0,e.length,t)}getMinMax(){const t=this._cachedMeta,e={min:Number.POSITIVE_INFINITY,max:Number.NEGATIVE_INFINITY};return t.data.forEach(((t,i)=>{const s=this.getParsed(i).r;!isNaN(s)&&this.chart.getDataVisibility(i)&&(s<e.min&&(e.min=s),s>e.max&&(e.max=s))})),e}_updateRadius(){const t=this.chart,e=t.chartArea,i=t.options,s=Math.min(e.right-e.left,e.bottom-e.top),n=Math.max(s/2,0),o=(n-Math.max(i.cutoutPercentage?n/100*i.cutoutPercentage:1,0))/t.getVisibleDatasetCount();this.outerRadius=n-o*this.index,this.innerRadius=this.outerRadius-o}updateElements(t,e,i,s){const n="reset"===s,o=this.chart,a=o.options.animation,r=this._cachedMeta.rScale,l=r.xCenter,h=r.yCenter,c=r.getIndexAngle(0)-.5*C;let d,u=c;const f=360/this.countVisibleElements();for(d=0;d<e;++d)u+=this._computeAngle(d,s,f);for(d=e;d<e+i;d++){const e=t[d];let i=u,g=u+this._computeAngle(d,s,f),p=o.getDataVisibility(d)?r.getDistanceFromCenterForValue(this.getParsed(d).r):0;u=g,n&&(a.animateScale&&(p=0),a.animateRotate&&(i=g=c));const m={x:l,y:h,innerRadius:0,outerRadius:p,startAngle:i,endAngle:g,options:this.resolveDataElementOptions(d,e.active?"active":s)};this.updateElement(e,d,m,s)}}countVisibleElements(){const t=this._cachedMeta;let e=0;return t.data.forEach(((t,i)=>{!isNaN(this.getParsed(i).r)&&this.chart.getDataVisibility(i)&&e++})),e}_computeAngle(t,e,i){return this.chart.getDataVisibility(t)?$(this.resolveDataElementOptions(t,e).angle||i):0}}var Un=Object.freeze({__proto__:null,BarController:class extends js{static id="bar";static defaults={datasetElementType:!1,dataElementType:"bar",categoryPercentage:.8,barPercentage:.9,grouped:!0,animations:{numbers:{type:"number",properties:["x","y","base","width","height"]}}};static overrides={scales:{_index_:{type:"category",offset:!0,grid:{offset:!0}},_value_:{type:"linear",beginAtZero:!0}}};parsePrimitiveData(t,e,i,s){return Vn(t,e,i,s)}parseArrayData(t,e,i,s){return Vn(t,e,i,s)}parseObjectData(t,e,i,s){const{iScale:n,vScale:o}=t,{xAxisKey:a="x",yAxisKey:r="y"}=this._parsing,l="x"===n.axis?a:r,h="x"===o.axis?a:r,c=[];let d,u,f,g;for(d=i,u=i+s;d<u;++d)g=e[d],f={},f[n.axis]=n.parse(M(g,l),d),c.push(Fn(M(g,h),f,o,d));return c}updateRangeFromParsed(t,e,i,s){super.updateRangeFromParsed(t,e,i,s);const n=i._custom;n&&e===this._cachedMeta.vScale&&(t.min=Math.min(t.min,n.min),t.max=Math.max(t.max,n.max))}getMaxOverflow(){return 0}getLabelAndValue(t){const e=this._cachedMeta,{iScale:i,vScale:s}=e,n=this.getParsed(t),o=n._custom,a=Bn(o)?"["+o.start+", "+o.end+"]":""+s.getLabelForValue(n[s.axis]);return{label:""+i.getLabelForValue(n[i.axis]),value:a}}initialize(){this.enableOptionSharing=!0,super.initialize();this._cachedMeta.stack=this.getDataset().stack}update(t){const e=this._cachedMeta;this.updateElements(e.data,0,e.data.length,t)}updateElements(t,e,i,n){const o="reset"===n,{index:a,_cachedMeta:{vScale:r}}=this,l=r.getBasePixel(),h=r.isHorizontal(),c=this._getRuler(),{sharedOptions:d,includeOptions:u}=this._getSharedOptions(e,n);for(let f=e;f<e+i;f++){const e=this.getParsed(f),i=o||s(e[r.axis])?{base:l,head:l}:this._calculateBarValuePixels(f),g=this._calculateBarIndexPixels(f,c),p=(e._stacks||{})[r.axis],m={horizontal:h,base:i.base,enableBorderRadius:!p||Bn(e._custom)||a===p._top||a===p._bottom,x:h?i.head:g.center,y:h?g.center:i.head,height:h?g.size:Math.abs(i.size),width:h?Math.abs(i.size):g.size};u&&(m.options=d||this.resolveDataElementOptions(f,t[f].active?"active":n));const x=m.options||t[f].options;Wn(m,x,p,a),jn(m,x,c.ratio),this.updateElement(t[f],f,m,n)}}_getStacks(t,e){const{iScale:i}=this._cachedMeta,n=i.getMatchingVisibleMetas(this._type).filter((t=>t.controller.options.grouped)),o=i.options.stacked,a=[],r=this._cachedMeta.controller.getParsed(e),l=r&&r[i.axis],h=t=>{const e=t._parsed.find((t=>t[i.axis]===l)),n=e&&e[t.vScale.axis];if(s(n)||isNaN(n))return!0};for(const i of n)if((void 0===e||!h(i))&&((!1===o||-1===a.indexOf(i.stack)||void 0===o&&void 0===i.stack)&&a.push(i.stack),i.index===t))break;return a.length||a.push(void 0),a}_getStackCount(t){return this._getStacks(void 0,t).length}_getAxisCount(){return this._getAxis().length}getFirstScaleIdForIndexAxis(){const t=this.chart.scales,e=this.chart.options.indexAxis;return Object.keys(t).filter((i=>t[i].axis===e)).shift()}_getAxis(){const t={},e=this.getFirstScaleIdForIndexAxis();for(const i of this.chart.data.datasets)t[l("x"===this.chart.options.indexAxis?i.xAxisID:i.yAxisID,e)]=!0;return Object.keys(t)}_getStackIndex(t,e,i){const s=this._getStacks(t,i),n=void 0!==e?s.indexOf(e):-1;return-1===n?s.length-1:n}_getRuler(){const t=this.options,e=this._cachedMeta,i=e.iScale,s=[];let n,o;for(n=0,o=e.data.length;n<o;++n)s.push(i.getPixelForValue(this.getParsed(n)[i.axis],n));const a=t.barThickness;return{min:a||zn(e),pixels:s,start:i._startPixel,end:i._endPixel,stackCount:this._getStackCount(),scale:i,grouped:t.grouped,ratio:a?1:t.categoryPercentage*t.barPercentage}}_calculateBarValuePixels(t){const{_cachedMeta:{vScale:e,_stacked:i,index:n},options:{base:o,minBarLength:a}}=this,r=o||0,l=this.getParsed(t),h=l._custom,c=Bn(h);let d,u,f=l[e.axis],g=0,p=i?this.applyStack(e,l,i):f;p!==f&&(g=p-f,p=f),c&&(f=h.barStart,p=h.barEnd-h.barStart,0!==f&&F(f)!==F(h.barEnd)&&(g=0),g+=f);const m=s(o)||c?g:o;let x=e.getPixelForValue(m);if(d=this.chart.getDataVisibility(t)?e.getPixelForValue(g+p):x,u=d-x,Math.abs(u)<a){u=function(t,e,i){return 0!==t?F(t):(e.isHorizontal()?1:-1)*(e.min>=i?1:-1)}(u,e,r)*a,f===r&&(x-=u/2);const t=e.getPixelForDecimal(0),s=e.getPixelForDecimal(1),o=Math.min(t,s),h=Math.max(t,s);x=Math.max(Math.min(x,h),o),d=x+u,i&&!c&&(l._stacks[e.axis]._visualValues[n]=e.getValueForPixel(d)-e.getValueForPixel(x))}if(x===e.getPixelForValue(r)){const t=F(u)*e.getLineWidthForValue(r)/2;x+=t,u-=t}return{size:u,base:x,head:d,center:d+u/2}}_calculateBarIndexPixels(t,e){const i=e.scale,n=this.options,o=n.skipNull,a=l(n.maxBarThickness,1/0);let r,h;const c=this._getAxisCount();if(e.grouped){const i=o?this._getStackCount(t):e.stackCount,d="flex"===n.barThickness?function(t,e,i,s){const n=e.pixels,o=n[t];let a=t>0?n[t-1]:null,r=t<n.length-1?n[t+1]:null;const l=i.categoryPercentage;null===a&&(a=o-(null===r?e.end-e.start:r-o)),null===r&&(r=o+o-a);const h=o-(o-Math.min(a,r))/2*l;return{chunk:Math.abs(r-a)/2*l/s,ratio:i.barPercentage,start:h}}(t,e,n,i*c):function(t,e,i,n){const o=i.barThickness;let a,r;return s(o)?(a=e.min*i.categoryPercentage,r=i.barPercentage):(a=o*n,r=1),{chunk:a/n,ratio:r,start:e.pixels[t]-a/2}}(t,e,n,i*c),u="x"===this.chart.options.indexAxis?this.getDataset().xAxisID:this.getDataset().yAxisID,f=this._getAxis().indexOf(l(u,this.getFirstScaleIdForIndexAxis())),g=this._getStackIndex(this.index,this._cachedMeta.stack,o?t:void 0)+f;r=d.start+d.chunk*g+d.chunk/2,h=Math.min(a,d.chunk*d.ratio)}else r=i.getPixelForValue(this.getParsed(t)[i.axis],t),h=Math.min(a,e.min*e.ratio);return{base:r-h/2,head:r+h/2,center:r,size:h}}draw(){const t=this._cachedMeta,e=t.vScale,i=t.data,s=i.length;let n=0;for(;n<s;++n)null===this.getParsed(n)[e.axis]||i[n].hidden||i[n].draw(this._ctx)}},BubbleController:class extends js{static id="bubble";static defaults={datasetElementType:!1,dataElementType:"point",animations:{numbers:{type:"number",properties:["x","y","borderWidth","radius"]}}};static overrides={scales:{x:{type:"linear"},y:{type:"linear"}}};initialize(){this.enableOptionSharing=!0,super.initialize()}parsePrimitiveData(t,e,i,s){const n=super.parsePrimitiveData(t,e,i,s);for(let t=0;t<n.length;t++)n[t]._custom=this.resolveDataElementOptions(t+i).radius;return n}parseArrayData(t,e,i,s){const n=super.parseArrayData(t,e,i,s);for(let t=0;t<n.length;t++){const s=e[i+t];n[t]._custom=l(s[2],this.resolveDataElementOptions(t+i).radius)}return n}parseObjectData(t,e,i,s){const n=super.parseObjectData(t,e,i,s);for(let t=0;t<n.length;t++){const s=e[i+t];n[t]._custom=l(s&&s.r&&+s.r,this.resolveDataElementOptions(t+i).radius)}return n}getMaxOverflow(){const t=this._cachedMeta.data;let e=0;for(let i=t.length-1;i>=0;--i)e=Math.max(e,t[i].size(this.resolveDataElementOptions(i))/2);return e>0&&e}getLabelAndValue(t){const e=this._cachedMeta,i=this.chart.data.labels||[],{xScale:s,yScale:n}=e,o=this.getParsed(t),a=s.getLabelForValue(o.x),r=n.getLabelForValue(o.y),l=o._custom;return{label:i[t]||"",value:"("+a+", "+r+(l?", "+l:"")+")"}}update(t){const e=this._cachedMeta.data;this.updateElements(e,0,e.length,t)}updateElements(t,e,i,s){const n="reset"===s,{iScale:o,vScale:a}=this._cachedMeta,{sharedOptions:r,includeOptions:l}=this._getSharedOptions(e,s),h=o.axis,c=a.axis;for(let d=e;d<e+i;d++){const e=t[d],i=!n&&this.getParsed(d),u={},f=u[h]=n?o.getPixelForDecimal(.5):o.getPixelForValue(i[h]),g=u[c]=n?a.getBasePixel():a.getPixelForValue(i[c]);u.skip=isNaN(f)||isNaN(g),l&&(u.options=r||this.resolveDataElementOptions(d,e.active?"active":s),n&&(u.options.radius=0)),this.updateElement(e,d,u,s)}}resolveDataElementOptions(t,e){const i=this.getParsed(t);let s=super.resolveDataElementOptions(t,e);s.$shared&&(s=Object.assign({},s,{$shared:!1}));const n=s.radius;return"active"!==e&&(s.radius=0),s.radius+=l(i&&i._custom,n),s}},DoughnutController:$n,LineController:class extends js{static id="line";static defaults={datasetElementType:"line",dataElementType:"point",showLine:!0,spanGaps:!1};static overrides={scales:{_index_:{type:"category"},_value_:{type:"linear"}}};initialize(){this.enableOptionSharing=!0,this.supportsDecimation=!0,super.initialize()}update(t){const e=this._cachedMeta,{dataset:i,data:s=[],_dataset:n}=e,o=this.chart._animationsDisabled;let{start:a,count:r}=pt(e,s,o);this._drawStart=a,this._drawCount=r,mt(e)&&(a=0,r=s.length),i._chart=this.chart,i._datasetIndex=this.index,i._decimated=!!n._decimated,i.points=s;const l=this.resolveDatasetElementOptions(t);this.options.showLine||(l.borderWidth=0),l.segment=this.options.segment,this.updateElement(i,void 0,{animated:!o,options:l},t),this.updateElements(s,a,r,t)}updateElements(t,e,i,n){const o="reset"===n,{iScale:a,vScale:r,_stacked:l,_dataset:h}=this._cachedMeta,{sharedOptions:c,includeOptions:d}=this._getSharedOptions(e,n),u=a.axis,f=r.axis,{spanGaps:g,segment:p}=this.options,m=N(g)?g:Number.POSITIVE_INFINITY,x=this.chart._animationsDisabled||o||"none"===n,b=e+i,_=t.length;let y=e>0&&this.getParsed(e-1);for(let i=0;i<_;++i){const g=t[i],_=x?g:{};if(i<e||i>=b){_.skip=!0;continue}const v=this.getParsed(i),M=s(v[f]),w=_[u]=a.getPixelForValue(v[u],i),k=_[f]=o||M?r.getBasePixel():r.getPixelForValue(l?this.applyStack(r,v,l):v[f],i);_.skip=isNaN(w)||isNaN(k)||M,_.stop=i>0&&Math.abs(v[u]-y[u])>m,p&&(_.parsed=v,_.raw=h.data[i]),d&&(_.options=c||this.resolveDataElementOptions(i,g.active?"active":n)),x||this.updateElement(g,i,_,n),y=v}}getMaxOverflow(){const t=this._cachedMeta,e=t.dataset,i=e.options&&e.options.borderWidth||0,s=t.data||[];if(!s.length)return i;const n=s[0].size(this.resolveDataElementOptions(0)),o=s[s.length-1].size(this.resolveDataElementOptions(s.length-1));return Math.max(i,n,o)/2}draw(){const t=this._cachedMeta;t.dataset.updateControlPoints(this.chart.chartArea,t.iScale.axis),super.draw()}},PieController:class extends $n{static id="pie";static defaults={cutout:0,rotation:0,circumference:360,radius:"100%"}},PolarAreaController:Yn,RadarController:class extends js{static id="radar";static defaults={datasetElementType:"line",dataElementType:"point",indexAxis:"r",showLine:!0,elements:{line:{fill:"start"}}};static overrides={aspectRatio:1,scales:{r:{type:"radialLinear"}}};getLabelAndValue(t){const e=this._cachedMeta.vScale,i=this.getParsed(t);return{label:e.getLabels()[t],value:""+e.getLabelForValue(i[e.axis])}}parseObjectData(t,e,i,s){return ii.bind(this)(t,e,i,s)}update(t){const e=this._cachedMeta,i=e.dataset,s=e.data||[],n=e.iScale.getLabels();if(i.points=s,"resize"!==t){const e=this.resolveDatasetElementOptions(t);this.options.showLine||(e.borderWidth=0);const o={_loop:!0,_fullLoop:n.length===s.length,options:e};this.updateElement(i,void 0,o,t)}this.updateElements(s,0,s.length,t)}updateElements(t,e,i,s){const n=this._cachedMeta.rScale,o="reset"===s;for(let a=e;a<e+i;a++){const e=t[a],i=this.resolveDataElementOptions(a,e.active?"active":s),r=n.getPointPositionForValue(a,this.getParsed(a).r),l=o?n.xCenter:r.x,h=o?n.yCenter:r.y,c={x:l,y:h,angle:r.angle,skip:isNaN(l)||isNaN(h),options:i};this.updateElement(e,a,c,s)}}},ScatterController:class extends js{static id="scatter";static defaults={datasetElementType:!1,dataElementType:"point",showLine:!1,fill:!1};static overrides={interaction:{mode:"point"},scales:{x:{type:"linear"},y:{type:"linear"}}};getLabelAndValue(t){const e=this._cachedMeta,i=this.chart.data.labels||[],{xScale:s,yScale:n}=e,o=this.getParsed(t),a=s.getLabelForValue(o.x),r=n.getLabelForValue(o.y);return{label:i[t]||"",value:"("+a+", 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o="reset"===n,{iScale:a,vScale:r,_stacked:l,_dataset:h}=this._cachedMeta,c=this.resolveDataElementOptions(e,n),d=this.getSharedOptions(c),u=this.includeOptions(n,d),f=a.axis,g=r.axis,{spanGaps:p,segment:m}=this.options,x=N(p)?p:Number.POSITIVE_INFINITY,b=this.chart._animationsDisabled||o||"none"===n;let _=e>0&&this.getParsed(e-1);for(let c=e;c<e+i;++c){const e=t[c],i=this.getParsed(c),p=b?e:{},y=s(i[g]),v=p[f]=a.getPixelForValue(i[f],c),M=p[g]=o||y?r.getBasePixel():r.getPixelForValue(l?this.applyStack(r,i,l):i[g],c);p.skip=isNaN(v)||isNaN(M)||y,p.stop=c>0&&Math.abs(i[f]-_[f])>x,m&&(p.parsed=i,p.raw=h.data[c]),u&&(p.options=d||this.resolveDataElementOptions(c,e.active?"active":n)),b||this.updateElement(e,c,p,n),_=i}this.updateSharedOptions(d,n,c)}getMaxOverflow(){const t=this._cachedMeta,e=t.data||[];if(!this.options.showLine){let t=0;for(let i=e.length-1;i>=0;--i)t=Math.max(t,e[i].size(this.resolveDataElementOptions(i))/2);return t>0&&t}const 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p=(g-Math.max(.001,g*d-i/C)/d)/2,m=l+p+f,x=n-p-f,{outerStart:b,outerEnd:_,innerStart:y,innerEnd:v}=Xn(e,u,d,x-m),M=d-b,w=d-_,k=m+b/M,S=x-_/w,P=u+y,D=u+v,O=m+y/P,A=x-v/D;if(t.beginPath(),o){const e=(k+S)/2;if(t.arc(a,r,d,k,e),t.arc(a,r,d,e,S),_>0){const e=qn(w,S,a,r);t.arc(e.x,e.y,_,S,x+E)}const i=qn(D,x,a,r);if(t.lineTo(i.x,i.y),v>0){const e=qn(D,A,a,r);t.arc(e.x,e.y,v,x+E,A+Math.PI)}const s=(x-v/u+(m+y/u))/2;if(t.arc(a,r,u,x-v/u,s,!0),t.arc(a,r,u,s,m+y/u,!0),y>0){const e=qn(P,O,a,r);t.arc(e.x,e.y,y,O+Math.PI,m-E)}const n=qn(M,m,a,r);if(t.lineTo(n.x,n.y),b>0){const e=qn(M,k,a,r);t.arc(e.x,e.y,b,m-E,k)}}else{t.moveTo(a,r);const e=Math.cos(k)*d+a,i=Math.sin(k)*d+r;t.lineTo(e,i);const s=Math.cos(S)*d+a,n=Math.sin(S)*d+r;t.lineTo(s,n)}t.closePath()}function Gn(t,e,i,s,n){const{fullCircles:o,startAngle:a,circumference:r,options:l}=e,{borderWidth:h,borderJoinStyle:c,borderDash:d,borderDashOffset:u,borderRadius:f}=l,g="inner"===l.borderAlign;if(!h)return;t.setLineDash(d||[]),t.lineDashOffset=u,g?(t.lineWidth=2*h,t.lineJoin=c||"round"):(t.lineWidth=h,t.lineJoin=c||"bevel");let p=e.endAngle;if(o){Kn(t,e,i,s,p,n);for(let e=0;e<o;++e)t.stroke();isNaN(r)||(p=a+(r%O||O))}g&&function(t,e,i){const{startAngle:s,pixelMargin:n,x:o,y:a,outerRadius:r,innerRadius:l}=e;let h=n/r;t.beginPath(),t.arc(o,a,r,s-h,i+h),l>n?(h=n/l,t.arc(o,a,l,i+h,s-h,!0)):t.arc(o,a,n,i+E,s-E),t.closePath(),t.clip()}(t,e,p),l.selfJoin&&p-a>=C&&0===f&&"miter"!==c&&function(t,e,i){const{startAngle:s,x:n,y:o,outerRadius:a,innerRadius:r,options:l}=e,{borderWidth:h,borderJoinStyle:c}=l,d=Math.min(h/a,G(s-i));if(t.beginPath(),t.arc(n,o,a-h/2,s+d/2,i-d/2),r>0){const e=Math.min(h/r,G(s-i));t.arc(n,o,r+h/2,i-e/2,s+e/2,!0)}else{const e=Math.min(h/2,a*G(s-i));if("round"===c)t.arc(n,o,e,i-C/2,s+C/2,!0);else if("bevel"===c){const a=2*e*e,r=-a*Math.cos(i+C/2)+n,l=-a*Math.sin(i+C/2)+o,h=a*Math.cos(s+C/2)+n,c=a*Math.sin(s+C/2)+o;t.lineTo(r,l),t.lineTo(h,c)}}t.closePath(),t.moveTo(0,0),t.rect(0,0,t.canvas.width,t.canvas.height),t.clip("evenodd")}(t,e,p),o||(Kn(t,e,i,s,p,n),t.stroke())}function Jn(t,e,i=e){t.lineCap=l(i.borderCapStyle,e.borderCapStyle),t.setLineDash(l(i.borderDash,e.borderDash)),t.lineDashOffset=l(i.borderDashOffset,e.borderDashOffset),t.lineJoin=l(i.borderJoinStyle,e.borderJoinStyle),t.lineWidth=l(i.borderWidth,e.borderWidth),t.strokeStyle=l(i.borderColor,e.borderColor)}function Zn(t,e,i){t.lineTo(i.x,i.y)}function Qn(t,e,i={}){const s=t.length,{start:n=0,end:o=s-1}=i,{start:a,end:r}=e,l=Math.max(n,a),h=Math.min(o,r),c=n<a&&o<a||n>r&&o>r;return{count:s,start:l,loop:e.loop,ilen:h<l&&!c?s+h-l:h-l}}function to(t,e,i,s){const{points:n,options:o}=e,{count:a,start:r,loop:l,ilen:h}=Qn(n,i,s),c=function(t){return t.stepped?Fe:t.tension||"monotone"===t.cubicInterpolationMode?Ve:Zn}(o);let d,u,f,{move:g=!0,reverse:p}=s||{};for(d=0;d<=h;++d)u=n[(r+(p?h-d:d))%a],u.skip||(g?(t.moveTo(u.x,u.y),g=!1):c(t,f,u,p,o.stepped),f=u);return l&&(u=n[(r+(p?h:0))%a],c(t,f,u,p,o.stepped)),!!l}function eo(t,e,i,s){const n=e.points,{count:o,start:a,ilen:r}=Qn(n,i,s),{move:l=!0,reverse:h}=s||{};let c,d,u,f,g,p,m=0,x=0;const b=t=>(a+(h?r-t:t))%o,_=()=>{f!==g&&(t.lineTo(m,g),t.lineTo(m,f),t.lineTo(m,p))};for(l&&(d=n[b(0)],t.moveTo(d.x,d.y)),c=0;c<=r;++c){if(d=n[b(c)],d.skip)continue;const e=d.x,i=d.y,s=0|e;s===u?(i<f?f=i:i>g&&(g=i),m=(x*m+e)/++x):(_(),t.lineTo(e,i),u=s,x=0,f=g=i),p=i}_()}function io(t){const e=t.options,i=e.borderDash&&e.borderDash.length;return!(t._decimated||t._loop||e.tension||"monotone"===e.cubicInterpolationMode||e.stepped||i)?eo:to}const so="function"==typeof Path2D;function no(t,e,i,s){so&&!e.options.segment?function(t,e,i,s){let n=e._path;n||(n=e._path=new Path2D,e.path(n,i,s)&&n.closePath()),Jn(t,e.options),t.stroke(n)}(t,e,i,s):function(t,e,i,s){const{segments:n,options:o}=e,a=io(e);for(const r of n)Jn(t,o,r.style),t.beginPath(),a(t,e,r,{start:i,end:i+s-1})&&t.closePath(),t.stroke()}(t,e,i,s)}class oo extends $s{static id="line";static defaults={borderCapStyle:"butt",borderDash:[],borderDashOffset:0,borderJoinStyle:"miter",borderWidth:3,capBezierPoints:!0,cubicInterpolationMode:"default",fill:!1,spanGaps:!1,stepped:!1,tension:0};static defaultRoutes={backgroundColor:"backgroundColor",borderColor:"borderColor"};static descriptors={_scriptable:!0,_indexable:t=>"borderDash"!==t&&"fill"!==t};constructor(t){super(),this.animated=!0,this.options=void 0,this._chart=void 0,this._loop=void 0,this._fullLoop=void 0,this._path=void 0,this._points=void 0,this._segments=void 0,this._decimated=!1,this._pointsUpdated=!1,this._datasetIndex=void 0,t&&Object.assign(this,t)}updateControlPoints(t,e){const i=this.options;if((i.tension||"monotone"===i.cubicInterpolationMode)&&!i.stepped&&!this._pointsUpdated){const s=i.spanGaps?this._loop:this._fullLoop;hi(this._points,i,t,s,e),this._pointsUpdated=!0}}set points(t){this._points=t,delete this._segments,delete this._path,this._pointsUpdated=!1}get points(){return this._points}get segments(){return this._segments||(this._segments=zi(this,this.options.segment))}first(){const t=this.segments,e=this.points;return t.length&&e[t[0].start]}last(){const t=this.segments,e=this.points,i=t.length;return i&&e[t[i-1].end]}interpolate(t,e){const i=this.options,s=t[e],n=this.points,o=Ii(this,{property:e,start:s,end:s});if(!o.length)return;const a=[],r=function(t){return t.stepped?pi:t.tension||"monotone"===t.cubicInterpolationMode?mi:gi}(i);let l,h;for(l=0,h=o.length;l<h;++l){const{start:h,end:c}=o[l],d=n[h],u=n[c];if(d===u){a.push(d);continue}const f=r(d,u,Math.abs((s-d[e])/(u[e]-d[e])),i.stepped);f[e]=t[e],a.push(f)}return 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s=t.options.borderWidth,n=t.borderSkipped,o=Mi(s);return{t:lo(n.top,o.top,0,i),r:lo(n.right,o.right,0,e),b:lo(n.bottom,o.bottom,0,i),l:lo(n.left,o.left,0,e)}}(t,i/2,s/2),a=function(t,e,i){const{enableBorderRadius:s}=t.getProps(["enableBorderRadius"]),n=t.options.borderRadius,a=wi(n),r=Math.min(e,i),l=t.borderSkipped,h=s||o(n);return{topLeft:lo(!h||l.top||l.left,a.topLeft,0,r),topRight:lo(!h||l.top||l.right,a.topRight,0,r),bottomLeft:lo(!h||l.bottom||l.left,a.bottomLeft,0,r),bottomRight:lo(!h||l.bottom||l.right,a.bottomRight,0,r)}}(t,i/2,s/2);return{outer:{x:e.left,y:e.top,w:i,h:s,radius:a},inner:{x:e.left+n.l,y:e.top+n.t,w:i-n.l-n.r,h:s-n.t-n.b,radius:{topLeft:Math.max(0,a.topLeft-Math.max(n.t,n.l)),topRight:Math.max(0,a.topRight-Math.max(n.t,n.r)),bottomLeft:Math.max(0,a.bottomLeft-Math.max(n.b,n.l)),bottomRight:Math.max(0,a.bottomRight-Math.max(n.b,n.r))}}}}function co(t,e,i,s){const n=null===e,o=null===i,a=t&&!(n&&o)&&ro(t,s);return a&&(n||tt(e,a.left,a.right))&&(o||tt(i,a.top,a.bottom))}function uo(t,e){t.rect(e.x,e.y,e.w,e.h)}function fo(t,e,i={}){const s=t.x!==i.x?-e:0,n=t.y!==i.y?-e:0,o=(t.x+t.w!==i.x+i.w?e:0)-s,a=(t.y+t.h!==i.y+i.h?e:0)-n;return{x:t.x+s,y:t.y+n,w:t.w+o,h:t.h+a,radius:t.radius}}var go=Object.freeze({__proto__:null,ArcElement:class extends $s{static id="arc";static defaults={borderAlign:"center",borderColor:"#fff",borderDash:[],borderDashOffset:0,borderJoinStyle:void 0,borderRadius:0,borderWidth:2,offset:0,spacing:0,angle:void 0,circular:!0,selfJoin:!1};static defaultRoutes={backgroundColor:"backgroundColor"};static descriptors={_scriptable:!0,_indexable:t=>"borderDash"!==t};circumference;endAngle;fullCircles;innerRadius;outerRadius;pixelMargin;startAngle;constructor(t){super(),this.options=void 0,this.circumference=void 0,this.startAngle=void 0,this.endAngle=void 0,this.innerRadius=void 0,this.outerRadius=void 0,this.pixelMargin=0,this.fullCircles=0,t&&Object.assign(this,t)}inRange(t,e,i){const s=this.getProps(["x","y"],i),{angle:n,distance:o}=X(s,{x:t,y:e}),{startAngle:a,endAngle:r,innerRadius:h,outerRadius:c,circumference:d}=this.getProps(["startAngle","endAngle","innerRadius","outerRadius","circumference"],i),u=(this.options.spacing+this.options.borderWidth)/2,f=l(d,r-a),g=J(n,a,r)&&a!==r,p=f>=O||g,m=tt(o,h+u,c+u);return p&&m}getCenterPoint(t){const{x:e,y:i,startAngle:s,endAngle:n,innerRadius:o,outerRadius:a}=this.getProps(["x","y","startAngle","endAngle","innerRadius","outerRadius"],t),{offset:r,spacing:l}=this.options,h=(s+n)/2,c=(o+a+l+r)/2;return{x:e+Math.cos(h)*c,y:i+Math.sin(h)*c}}tooltipPosition(t){return this.getCenterPoint(t)}draw(t){const{options:e,circumference:i}=this,s=(e.offset||0)/4,n=(e.spacing||0)/2,o=e.circular;if(this.pixelMargin="inner"===e.borderAlign?.33:0,this.fullCircles=i>O?Math.floor(i/O):0,0===i||this.innerRadius<0||this.outerRadius<0)return;t.save();const a=(this.startAngle+this.endAngle)/2;t.translate(Math.cos(a)*s,Math.sin(a)*s);const r=s*(1-Math.sin(Math.min(C,i||0)));t.fillStyle=e.backgroundColor,t.strokeStyle=e.borderColor,function(t,e,i,s,n){const{fullCircles:o,startAngle:a,circumference:r}=e;let l=e.endAngle;if(o){Kn(t,e,i,s,l,n);for(let e=0;e<o;++e)t.fill();isNaN(r)||(l=a+(r%O||O))}Kn(t,e,i,s,l,n),t.fill()}(t,this,r,n,o),Gn(t,this,r,n,o),t.restore()}},BarElement:class extends $s{static id="bar";static defaults={borderSkipped:"start",borderWidth:0,borderRadius:0,inflateAmount:"auto",pointStyle:void 0};static defaultRoutes={backgroundColor:"backgroundColor",borderColor:"borderColor"};constructor(t){super(),this.options=void 0,this.horizontal=void 0,this.base=void 0,this.width=void 0,this.height=void 0,this.inflateAmount=void 0,t&&Object.assign(this,t)}draw(t){const{inflateAmount:e,options:{borderColor:i,backgroundColor:s}}=this,{inner:n,outer:o}=ho(this),a=(r=o.radius).topLeft||r.topRight||r.bottomLeft||r.bottomRight?He:uo;var r;t.save(),o.w===n.w&&o.h===n.h||(t.beginPath(),a(t,fo(o,e,n)),t.clip(),a(t,fo(n,-e,o)),t.fillStyle=i,t.fill("evenodd")),t.beginPath(),a(t,fo(n,e)),t.fillStyle=s,t.fill(),t.restore()}inRange(t,e,i){return co(this,t,e,i)}inXRange(t,e){return co(this,t,null,e)}inYRange(t,e){return co(this,null,t,e)}getCenterPoint(t){const{x:e,y:i,base:s,horizontal:n}=this.getProps(["x","y","base","horizontal"],t);return{x:n?(e+s)/2:e,y:n?i:(i+s)/2}}getRange(t){return"x"===t?this.width/2:this.height/2}},LineElement:oo,PointElement:class extends $s{static id="point";parsed;skip;stop;static defaults={borderWidth:1,hitRadius:1,hoverBorderWidth:1,hoverRadius:4,pointStyle:"circle",radius:3,rotation:0};static defaultRoutes={backgroundColor:"backgroundColor",borderColor:"borderColor"};constructor(t){super(),this.options=void 0,this.parsed=void 0,this.skip=void 0,this.stop=void 0,t&&Object.assign(this,t)}inRange(t,e,i){const s=this.options,{x:n,y:o}=this.getProps(["x","y"],i);return Math.pow(t-n,2)+Math.pow(e-o,2)<Math.pow(s.hitRadius+s.radius,2)}inXRange(t,e){return ao(this,t,"x",e)}inYRange(t,e){return ao(this,t,"y",e)}getCenterPoint(t){const{x:e,y:i}=this.getProps(["x","y"],t);return{x:e,y:i}}size(t){let e=(t=t||this.options||{}).radius||0;e=Math.max(e,e&&t.hoverRadius||0);return 2*(e+(e&&t.borderWidth||0))}draw(t,e){const i=this.options;this.skip||i.radius<.1||!Re(this,e,this.size(i)/2)||(t.strokeStyle=i.borderColor,t.lineWidth=i.borderWidth,t.fillStyle=i.backgroundColor,Le(t,i,this.x,this.y))}getRange(){const t=this.options||{};return t.radius+t.hitRadius}}});function po(t,e,i,s){const n=t.indexOf(e);if(-1===n)return((t,e,i,s)=>("string"==typeof e?(i=t.push(e)-1,s.unshift({index:i,label:e})):isNaN(e)&&(i=null),i))(t,e,i,s);return n!==t.lastIndexOf(e)?i:n}function mo(t){const e=this.getLabels();return t>=0&&t<e.length?e[t]:t}function xo(t,e,{horizontal:i,minRotation:s}){const n=$(s),o=(i?Math.sin(n):Math.cos(n))||.001,a=.75*e*(""+t).length;return Math.min(e/o,a)}class bo extends tn{constructor(t){super(t),this.start=void 0,this.end=void 0,this._startValue=void 0,this._endValue=void 0,this._valueRange=0}parse(t,e){return s(t)||("number"==typeof t||t instanceof Number)&&!isFinite(+t)?null:+t}handleTickRangeOptions(){const{beginAtZero:t}=this.options,{minDefined:e,maxDefined:i}=this.getUserBounds();let{min:s,max:n}=this;const o=t=>s=e?s:t,a=t=>n=i?n:t;if(t){const t=F(s),e=F(n);t<0&&e<0?a(0):t>0&&e>0&&o(0)}if(s===n){let e=0===n?1:Math.abs(.05*n);a(n+e),t||o(s-e)}this.min=s,this.max=n}getTickLimit(){const t=this.options.ticks;let e,{maxTicksLimit:i,stepSize:s}=t;return s?(e=Math.ceil(this.max/s)-Math.floor(this.min/s)+1,e>1e3&&(console.warn(`scales.${this.id}.ticks.stepSize: ${s} would result generating up to ${e} ticks. 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ne(t,this.chart.options.locale,this.options.ticks.format)}}class _o extends bo{static id="linear";static defaults={ticks:{callback:ae.formatters.numeric}};determineDataLimits(){const{min:t,max:e}=this.getMinMax(!0);this.min=a(t)?t:0,this.max=a(e)?e:1,this.handleTickRangeOptions()}computeTickLimit(){const t=this.isHorizontal(),e=t?this.width:this.height,i=$(this.options.ticks.minRotation),s=(t?Math.sin(i):Math.cos(i))||.001,n=this._resolveTickFontOptions(0);return Math.ceil(e/Math.min(40,n.lineHeight/s))}getPixelForValue(t){return null===t?NaN:this.getPixelForDecimal((t-this._startValue)/this._valueRange)}getValueForPixel(t){return this._startValue+this.getDecimalForPixel(t)*this._valueRange}}const yo=t=>Math.floor(z(t)),vo=(t,e)=>Math.pow(10,yo(t)+e);function Mo(t){return 1===t/Math.pow(10,yo(t))}function wo(t,e,i){const s=Math.pow(10,i),n=Math.floor(t/s);return Math.ceil(e/s)-n}function ko(t,{min:e,max:i}){e=r(t.min,e);const s=[],n=yo(e);let o=function(t,e){let 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a(i)&&i>0?i:null;this._zero=!0}determineDataLimits(){const{min:t,max:e}=this.getMinMax(!0);this.min=a(t)?Math.max(0,t):null,this.max=a(e)?Math.max(0,e):null,this.options.beginAtZero&&(this._zero=!0),this._zero&&this.min!==this._suggestedMin&&!a(this._userMin)&&(this.min=t===vo(this.min,0)?vo(this.min,-1):vo(this.min,0)),this.handleTickRangeOptions()}handleTickRangeOptions(){const{minDefined:t,maxDefined:e}=this.getUserBounds();let i=this.min,s=this.max;const n=e=>i=t?i:e,o=t=>s=e?s:t;i===s&&(i<=0?(n(1),o(10)):(n(vo(i,-1)),o(vo(s,1)))),i<=0&&n(vo(s,-1)),s<=0&&o(vo(i,1)),this.min=i,this.max=s}buildTicks(){const t=this.options,e=ko({min:this._userMin,max:this._userMax},this);return"ticks"===t.bounds&&j(e,this,"value"),t.reverse?(e.reverse(),this.start=this.max,this.end=this.min):(this.start=this.min,this.end=this.max),e}getLabelForValue(t){return void 0===t?"0":ne(t,this.chart.options.locale,this.options.ticks.format)}configure(){const t=this.min;super.configure(),this._startValue=z(t),this._valueRange=z(this.max)-z(t)}getPixelForValue(t){return void 0!==t&&0!==t||(t=this.min),null===t||isNaN(t)?NaN:this.getPixelForDecimal(t===this.min?0:(z(t)-this._startValue)/this._valueRange)}getValueForPixel(t){const e=this.getDecimalForPixel(t);return Math.pow(10,this._startValue+e*this._valueRange)}}function Po(t){const e=t.ticks;if(e.display&&t.display){const t=ki(e.backdropPadding);return l(e.font&&e.font.size,ue.font.size)+t.height}return 0}function Do(t,e,i,s,n){return t===s||t===n?{start:e-i/2,end:e+i/2}:t<s||t>n?{start:e-i,end:e}:{start:e,end:e+i}}function Co(t){const e={l:t.left+t._padding.left,r:t.right-t._padding.right,t:t.top+t._padding.top,b:t.bottom-t._padding.bottom},i=Object.assign({},e),s=[],o=[],a=t._pointLabels.length,r=t.options.pointLabels,l=r.centerPointLabels?C/a:0;for(let u=0;u<a;u++){const a=r.setContext(t.getPointLabelContext(u));o[u]=a.padding;const f=t.getPointPosition(u,t.drawingArea+o[u],l),g=Si(a.font),p=(h=t.ctx,c=g,d=n(d=t._pointLabels[u])?d:[d],{w:Oe(h,c.string,d),h:d.length*c.lineHeight});s[u]=p;const m=G(t.getIndexAngle(u)+l),x=Math.round(Y(m));Oo(i,e,m,Do(x,f.x,p.w,0,180),Do(x,f.y,p.h,90,270))}var h,c,d;t.setCenterPoint(e.l-i.l,i.r-e.r,e.t-i.t,i.b-e.b),t._pointLabelItems=function(t,e,i){const s=[],n=t._pointLabels.length,o=t.options,{centerPointLabels:a,display:r}=o.pointLabels,l={extra:Po(o)/2,additionalAngle:a?C/n:0};let h;for(let o=0;o<n;o++){l.padding=i[o],l.size=e[o];const n=Ao(t,o,l);s.push(n),"auto"===r&&(n.visible=To(n,h),n.visible&&(h=n))}return s}(t,s,o)}function Oo(t,e,i,s,n){const o=Math.abs(Math.sin(i)),a=Math.abs(Math.cos(i));let r=0,l=0;s.start<e.l?(r=(e.l-s.start)/o,t.l=Math.min(t.l,e.l-r)):s.end>e.r&&(r=(s.end-e.r)/o,t.r=Math.max(t.r,e.r+r)),n.start<e.t?(l=(e.t-n.start)/a,t.t=Math.min(t.t,e.t-l)):n.end>e.b&&(l=(n.end-e.b)/a,t.b=Math.max(t.b,e.b+l))}function Ao(t,e,i){const s=t.drawingArea,{extra:n,additionalAngle:o,padding:a,size:r}=i,l=t.getPointPosition(e,s+n+a,o),h=Math.round(Y(G(l.angle+E))),c=function(t,e,i){90===i||270===i?t-=e/2:(i>270||i<90)&&(t-=e);return t}(l.y,r.h,h),d=function(t){if(0===t||180===t)return"center";if(t<180)return"left";return"right"}(h),u=function(t,e,i){"right"===i?t-=e:"center"===i&&(t-=e/2);return t}(l.x,r.w,d);return{visible:!0,x:l.x,y:c,textAlign:d,left:u,top:c,right:u+r.w,bottom:c+r.h}}function To(t,e){if(!e)return!0;const{left:i,top:s,right:n,bottom:o}=t;return!(Re({x:i,y:s},e)||Re({x:i,y:o},e)||Re({x:n,y:s},e)||Re({x:n,y:o},e))}function Lo(t,e,i){const{left:n,top:o,right:a,bottom:r}=i,{backdropColor:l}=e;if(!s(l)){const i=wi(e.borderRadius),s=ki(e.backdropPadding);t.fillStyle=l;const h=n-s.left,c=o-s.top,d=a-n+s.width,u=r-o+s.height;Object.values(i).some((t=>0!==t))?(t.beginPath(),He(t,{x:h,y:c,w:d,h:u,radius:i}),t.fill()):t.fillRect(h,c,d,u)}}function Eo(t,e,i,s){const{ctx:n}=t;if(i)n.arc(t.xCenter,t.yCenter,e,0,O);else{let i=t.getPointPosition(0,e);n.moveTo(i.x,i.y);for(let o=1;o<s;o++)i=t.getPointPosition(o,e),n.lineTo(i.x,i.y)}}class Ro extends bo{static id="radialLinear";static defaults={display:!0,animate:!0,position:"chartArea",angleLines:{display:!0,lineWidth:1,borderDash:[],borderDashOffset:0},grid:{circular:!1},startAngle:0,ticks:{showLabelBackdrop:!0,callback:ae.formatters.numeric},pointLabels:{backdropColor:void 0,backdropPadding:2,display:!0,font:{size:10},callback:t=>t,padding:5,centerPointLabels:!1}};static defaultRoutes={"angleLines.color":"borderColor","pointLabels.color":"color","ticks.color":"color"};static descriptors={angleLines:{_fallback:"grid"}};constructor(t){super(t),this.xCenter=void 0,this.yCenter=void 0,this.drawingArea=void 0,this._pointLabels=[],this._pointLabelItems=[]}setDimensions(){const t=this._padding=ki(Po(this.options)/2),e=this.width=this.maxWidth-t.width,i=this.height=this.maxHeight-t.height;this.xCenter=Math.floor(this.left+e/2+t.left),this.yCenter=Math.floor(this.top+i/2+t.top),this.drawingArea=Math.floor(Math.min(e,i)/2)}determineDataLimits(){const{min:t,max:e}=this.getMinMax(!1);this.min=a(t)&&!isNaN(t)?t:0,this.max=a(e)&&!isNaN(e)?e:0,this.handleTickRangeOptions()}computeTickLimit(){return Math.ceil(this.drawingArea/Po(this.options))}generateTickLabels(t){bo.prototype.generateTickLabels.call(this,t),this._pointLabels=this.getLabels().map(((t,e)=>{const i=d(this.options.pointLabels.callback,[t,e],this);return i||0===i?i:""})).filter(((t,e)=>this.chart.getDataVisibility(e)))}fit(){const t=this.options;t.display&&t.pointLabels.display?Co(this):this.setCenterPoint(0,0,0,0)}setCenterPoint(t,e,i,s){this.xCenter+=Math.floor((t-e)/2),this.yCenter+=Math.floor((i-s)/2),this.drawingArea-=Math.min(this.drawingArea/2,Math.max(t,e,i,s))}getIndexAngle(t){return G(t*(O/(this._pointLabels.length||1))+$(this.options.startAngle||0))}getDistanceFromCenterForValue(t){if(s(t))return NaN;const e=this.drawingArea/(this.max-this.min);return this.options.reverse?(this.max-t)*e:(t-this.min)*e}getValueForDistanceFromCenter(t){if(s(t))return NaN;const e=t/(this.drawingArea/(this.max-this.min));return this.options.reverse?this.max-e:this.min+e}getPointLabelContext(t){const e=this._pointLabels||[];if(t>=0&&t<e.length){const i=e[t];return function(t,e,i){return Ci(t,{label:i,index:e,type:"pointLabel"})}(this.getContext(),t,i)}}getPointPosition(t,e,i=0){const s=this.getIndexAngle(t)-E+i;return{x:Math.cos(s)*e+this.xCenter,y:Math.sin(s)*e+this.yCenter,angle:s}}getPointPositionForValue(t,e){return this.getPointPosition(t,this.getDistanceFromCenterForValue(e))}getBasePosition(t){return this.getPointPositionForValue(t||0,this.getBaseValue())}getPointLabelPosition(t){const{left:e,top:i,right:s,bottom:n}=this._pointLabelItems[t];return{left:e,top:i,right:s,bottom:n}}drawBackground(){const{backgroundColor:t,grid:{circular:e}}=this.options;if(t){const i=this.ctx;i.save(),i.beginPath(),Eo(this,this.getDistanceFromCenterForValue(this._endValue),e,this._pointLabels.length),i.closePath(),i.fillStyle=t,i.fill(),i.restore()}}drawGrid(){const t=this.ctx,e=this.options,{angleLines:i,grid:s,border:n}=e,o=this._pointLabels.length;let a,r,l;if(e.pointLabels.display&&function(t,e){const{ctx:i,options:{pointLabels:s}}=t;for(let n=e-1;n>=0;n--){const e=t._pointLabelItems[n];if(!e.visible)continue;const o=s.setContext(t.getPointLabelContext(n));Lo(i,o,e);const a=Si(o.font),{x:r,y:l,textAlign:h}=e;Ne(i,t._pointLabels[n],r,l+a.lineHeight/2,a,{color:o.color,textAlign:h,textBaseline:"middle"})}}(this,o),s.display&&this.ticks.forEach(((t,e)=>{if(0!==e||0===e&&this.min<0){r=this.getDistanceFromCenterForValue(t.value);const i=this.getContext(e),a=s.setContext(i),l=n.setContext(i);!function(t,e,i,s,n){const o=t.ctx,a=e.circular,{color:r,lineWidth:l}=e;!a&&!s||!r||!l||i<0||(o.save(),o.strokeStyle=r,o.lineWidth=l,o.setLineDash(n.dash||[]),o.lineDashOffset=n.dashOffset,o.beginPath(),Eo(t,i,a,s),o.closePath(),o.stroke(),o.restore())}(this,a,r,o,l)}})),i.display){for(t.save(),a=o-1;a>=0;a--){const s=i.setContext(this.getPointLabelContext(a)),{color:n,lineWidth:o}=s;o&&n&&(t.lineWidth=o,t.strokeStyle=n,t.setLineDash(s.borderDash),t.lineDashOffset=s.borderDashOffset,r=this.getDistanceFromCenterForValue(e.reverse?this.min:this.max),l=this.getPointPosition(a,r),t.beginPath(),t.moveTo(this.xCenter,this.yCenter),t.lineTo(l.x,l.y),t.stroke())}t.restore()}}drawBorder(){}drawLabels(){const t=this.ctx,e=this.options,i=e.ticks;if(!i.display)return;const s=this.getIndexAngle(0);let n,o;t.save(),t.translate(this.xCenter,this.yCenter),t.rotate(s),t.textAlign="center",t.textBaseline="middle",this.ticks.forEach(((s,a)=>{if(0===a&&this.min>=0&&!e.reverse)return;const r=i.setContext(this.getContext(a)),l=Si(r.font);if(n=this.getDistanceFromCenterForValue(this.ticks[a].value),r.showLabelBackdrop){t.font=l.string,o=t.measureText(s.label).width,t.fillStyle=r.backdropColor;const e=ki(r.backdropPadding);t.fillRect(-o/2-e.left,-n-l.size/2-e.top,o+e.width,l.size+e.height)}Ne(t,s.label,0,-n,l,{color:r.color,strokeColor:r.textStrokeColor,strokeWidth:r.textStrokeWidth})})),t.restore()}drawTitle(){}}const Io={millisecond:{common:!0,size:1,steps:1e3},second:{common:!0,size:1e3,steps:60},minute:{common:!0,size:6e4,steps:60},hour:{common:!0,size:36e5,steps:24},day:{common:!0,size:864e5,steps:30},week:{common:!1,size:6048e5,steps:4},month:{common:!0,size:2628e6,steps:12},quarter:{common:!1,size:7884e6,steps:4},year:{common:!0,size:3154e7}},zo=Object.keys(Io);function Fo(t,e){return t-e}function Vo(t,e){if(s(e))return null;const i=t._adapter,{parser:n,round:o,isoWeekday:r}=t._parseOpts;let l=e;return"function"==typeof n&&(l=n(l)),a(l)||(l="string"==typeof n?i.parse(l,n):i.parse(l)),null===l?null:(o&&(l="week"!==o||!N(r)&&!0!==r?i.startOf(l,o):i.startOf(l,"isoWeek",r)),+l)}function Bo(t,e,i,s){const n=zo.length;for(let o=zo.indexOf(t);o<n-1;++o){const t=Io[zo[o]],n=t.steps?t.steps:Number.MAX_SAFE_INTEGER;if(t.common&&Math.ceil((i-e)/(n*t.size))<=s)return zo[o]}return zo[n-1]}function Wo(t,e,i){if(i){if(i.length){const{lo:s,hi:n}=et(i,e);t[i[s]>=e?i[s]:i[n]]=!0}}else t[e]=!0}function No(t,e,i){const s=[],n={},o=e.length;let a,r;for(a=0;a<o;++a)r=e[a],n[r]=a,s.push({value:r,major:!1});return 0!==o&&i?function(t,e,i,s){const n=t._adapter,o=+n.startOf(e[0].value,s),a=e[e.length-1].value;let r,l;for(r=o;r<=a;r=+n.add(r,1,s))l=i[r],l>=0&&(e[l].major=!0);return e}(t,s,n,i):s}class Ho extends tn{static id="time";static defaults={bounds:"data",adapters:{},time:{parser:!1,unit:!1,round:!1,isoWeekday:!1,minUnit:"millisecond",displayFormats:{}},ticks:{source:"auto",callback:!1,major:{enabled:!1}}};constructor(t){super(t),this._cache={data:[],labels:[],all:[]},this._unit="day",this._majorUnit=void 0,this._offsets={},this._normalized=!1,this._parseOpts=void 0}init(t,e={}){const i=t.time||(t.time={}),s=this._adapter=new In._date(t.adapters.date);s.init(e),b(i.displayFormats,s.formats()),this._parseOpts={parser:i.parser,round:i.round,isoWeekday:i.isoWeekday},super.init(t),this._normalized=e.normalized}parse(t,e){return void 0===t?null:Vo(this,t)}beforeLayout(){super.beforeLayout(),this._cache={data:[],labels:[],all:[]}}determineDataLimits(){const t=this.options,e=this._adapter,i=t.time.unit||"day";let{min:s,max:n,minDefined:o,maxDefined:r}=this.getUserBounds();function l(t){o||isNaN(t.min)||(s=Math.min(s,t.min)),r||isNaN(t.max)||(n=Math.max(n,t.max))}o&&r||(l(this._getLabelBounds()),"ticks"===t.bounds&&"labels"===t.ticks.source||l(this.getMinMax(!1))),s=a(s)&&!isNaN(s)?s:+e.startOf(Date.now(),i),n=a(n)&&!isNaN(n)?n:+e.endOf(Date.now(),i)+1,this.min=Math.min(s,n-1),this.max=Math.max(s+1,n)}_getLabelBounds(){const t=this.getLabelTimestamps();let e=Number.POSITIVE_INFINITY,i=Number.NEGATIVE_INFINITY;return t.length&&(e=t[0],i=t[t.length-1]),{min:e,max:i}}buildTicks(){const t=this.options,e=t.time,i=t.ticks,s="labels"===i.source?this.getLabelTimestamps():this._generate();"ticks"===t.bounds&&s.length&&(this.min=this._userMin||s[0],this.max=this._userMax||s[s.length-1]);const n=this.min,o=nt(s,n,this.max);return this._unit=e.unit||(i.autoSkip?Bo(e.minUnit,this.min,this.max,this._getLabelCapacity(n)):function(t,e,i,s,n){for(let o=zo.length-1;o>=zo.indexOf(i);o--){const i=zo[o];if(Io[i].common&&t._adapter.diff(n,s,i)>=e-1)return i}return zo[i?zo.indexOf(i):0]}(this,o.length,e.minUnit,this.min,this.max)),this._majorUnit=i.major.enabled&&"year"!==this._unit?function(t){for(let e=zo.indexOf(t)+1,i=zo.length;e<i;++e)if(Io[zo[e]].common)return zo[e]}(this._unit):void 0,this.initOffsets(s),t.reverse&&o.reverse(),No(this,o,this._majorUnit)}afterAutoSkip(){this.options.offsetAfterAutoskip&&this.initOffsets(this.ticks.map((t=>+t.value)))}initOffsets(t=[]){let e,i,s=0,n=0;this.options.offset&&t.length&&(e=this.getDecimalForValue(t[0]),s=1===t.length?1-e:(this.getDecimalForValue(t[1])-e)/2,i=this.getDecimalForValue(t[t.length-1]),n=1===t.length?i:(i-this.getDecimalForValue(t[t.length-2]))/2);const o=t.length<3?.5:.25;s=Z(s,0,o),n=Z(n,0,o),this._offsets={start:s,end:n,factor:1/(s+1+n)}}_generate(){const t=this._adapter,e=this.min,i=this.max,s=this.options,n=s.time,o=n.unit||Bo(n.minUnit,e,i,this._getLabelCapacity(e)),a=l(s.ticks.stepSize,1),r="week"===o&&n.isoWeekday,h=N(r)||!0===r,c={};let d,u,f=e;if(h&&(f=+t.startOf(f,"isoWeek",r)),f=+t.startOf(f,h?"day":o),t.diff(i,e,o)>1e5*a)throw new Error(e+" and "+i+" are too far apart with stepSize of "+a+" "+o);const g="data"===s.ticks.source&&this.getDataTimestamps();for(d=f,u=0;d<i;d=+t.add(d,a,o),u++)Wo(c,d,g);return d!==i&&"ticks"!==s.bounds&&1!==u||Wo(c,d,g),Object.keys(c).sort(Fo).map((t=>+t))}getLabelForValue(t){const e=this._adapter,i=this.options.time;return i.tooltipFormat?e.format(t,i.tooltipFormat):e.format(t,i.displayFormats.datetime)}format(t,e){const i=this.options.time.displayFormats,s=this._unit,n=e||i[s];return this._adapter.format(t,n)}_tickFormatFunction(t,e,i,s){const n=this.options,o=n.ticks.callback;if(o)return d(o,[t,e,i],this);const a=n.time.displayFormats,r=this._unit,l=this._majorUnit,h=r&&a[r],c=l&&a[l],u=i[e],f=l&&c&&u&&u.major;return this._adapter.format(t,s||(f?c:h))}generateTickLabels(t){let e,i,s;for(e=0,i=t.length;e<i;++e)s=t[e],s.label=this._tickFormatFunction(s.value,e,t)}getDecimalForValue(t){return null===t?NaN:(t-this.min)/(this.max-this.min)}getPixelForValue(t){const e=this._offsets,i=this.getDecimalForValue(t);return this.getPixelForDecimal((e.start+i)*e.factor)}getValueForPixel(t){const e=this._offsets,i=this.getDecimalForPixel(t)/e.factor-e.end;return this.min+i*(this.max-this.min)}_getLabelSize(t){const e=this.options.ticks,i=this.ctx.measureText(t).width,s=$(this.isHorizontal()?e.maxRotation:e.minRotation),n=Math.cos(s),o=Math.sin(s),a=this._resolveTickFontOptions(0).size;return{w:i*n+a*o,h:i*o+a*n}}_getLabelCapacity(t){const e=this.options.time,i=e.displayFormats,s=i[e.unit]||i.millisecond,n=this._tickFormatFunction(t,0,No(this,[t],this._majorUnit),s),o=this._getLabelSize(n),a=Math.floor(this.isHorizontal()?this.width/o.w:this.height/o.h)-1;return a>0?a:1}getDataTimestamps(){let t,e,i=this._cache.data||[];if(i.length)return i;const s=this.getMatchingVisibleMetas();if(this._normalized&&s.length)return this._cache.data=s[0].controller.getAllParsedValues(this);for(t=0,e=s.length;t<e;++t)i=i.concat(s[t].controller.getAllParsedValues(this));return this._cache.data=this.normalize(i)}getLabelTimestamps(){const t=this._cache.labels||[];let e,i;if(t.length)return t;const s=this.getLabels();for(e=0,i=s.length;e<i;++e)t.push(Vo(this,s[e]));return this._cache.labels=this._normalized?t:this.normalize(t)}normalize(t){return lt(t.sort(Fo))}}function jo(t,e,i){let s,n,o,a,r=0,l=t.length-1;i?(e>=t[r].pos&&e<=t[l].pos&&({lo:r,hi:l}=it(t,"pos",e)),({pos:s,time:o}=t[r]),({pos:n,time:a}=t[l])):(e>=t[r].time&&e<=t[l].time&&({lo:r,hi:l}=it(t,"time",e)),({time:s,pos:o}=t[r]),({time:n,pos:a}=t[l]));const h=n-s;return h?o+(a-o)*(e-s)/h:o}var $o=Object.freeze({__proto__:null,CategoryScale:class extends tn{static id="category";static defaults={ticks:{callback:mo}};constructor(t){super(t),this._startValue=void 0,this._valueRange=0,this._addedLabels=[]}init(t){const e=this._addedLabels;if(e.length){const t=this.getLabels();for(const{index:i,label:s}of e)t[i]===s&&t.splice(i,1);this._addedLabels=[]}super.init(t)}parse(t,e){if(s(t))return null;const i=this.getLabels();return((t,e)=>null===t?null:Z(Math.round(t),0,e))(e=isFinite(e)&&i[e]===t?e:po(i,t,l(e,t),this._addedLabels),i.length-1)}determineDataLimits(){const{minDefined:t,maxDefined:e}=this.getUserBounds();let{min:i,max:s}=this.getMinMax(!0);"ticks"===this.options.bounds&&(t||(i=0),e||(s=this.getLabels().length-1)),this.min=i,this.max=s}buildTicks(){const t=this.min,e=this.max,i=this.options.offset,s=[];let n=this.getLabels();n=0===t&&e===n.length-1?n:n.slice(t,e+1),this._valueRange=Math.max(n.length-(i?0:1),1),this._startValue=this.min-(i?.5:0);for(let i=t;i<=e;i++)s.push({value:i});return s}getLabelForValue(t){return mo.call(this,t)}configure(){super.configure(),this.isHorizontal()||(this._reversePixels=!this._reversePixels)}getPixelForValue(t){return"number"!=typeof t&&(t=this.parse(t)),null===t?NaN:this.getPixelForDecimal((t-this._startValue)/this._valueRange)}getPixelForTick(t){const e=this.ticks;return t<0||t>e.length-1?null:this.getPixelForValue(e[t].value)}getValueForPixel(t){return Math.round(this._startValue+this.getDecimalForPixel(t)*this._valueRange)}getBasePixel(){return this.bottom}},LinearScale:_o,LogarithmicScale:So,RadialLinearScale:Ro,TimeScale:Ho,TimeSeriesScale:class extends Ho{static id="timeseries";static defaults=Ho.defaults;constructor(t){super(t),this._table=[],this._minPos=void 0,this._tableRange=void 0}initOffsets(){const t=this._getTimestampsForTable(),e=this._table=this.buildLookupTable(t);this._minPos=jo(e,this.min),this._tableRange=jo(e,this.max)-this._minPos,super.initOffsets(t)}buildLookupTable(t){const{min:e,max:i}=this,s=[],n=[];let o,a,r,l,h;for(o=0,a=t.length;o<a;++o)l=t[o],l>=e&&l<=i&&s.push(l);if(s.length<2)return[{time:e,pos:0},{time:i,pos:1}];for(o=0,a=s.length;o<a;++o)h=s[o+1],r=s[o-1],l=s[o],Math.round((h+r)/2)!==l&&n.push({time:l,pos:o/(a-1)});return n}_generate(){const t=this.min,e=this.max;let i=super.getDataTimestamps();return i.includes(t)&&i.length||i.splice(0,0,t),i.includes(e)&&1!==i.length||i.push(e),i.sort(((t,e)=>t-e))}_getTimestampsForTable(){let t=this._cache.all||[];if(t.length)return t;const e=this.getDataTimestamps(),i=this.getLabelTimestamps();return t=e.length&&i.length?this.normalize(e.concat(i)):e.length?e:i,t=this._cache.all=t,t}getDecimalForValue(t){return(jo(this._table,t)-this._minPos)/this._tableRange}getValueForPixel(t){const e=this._offsets,i=this.getDecimalForPixel(t)/e.factor-e.end;return jo(this._table,i*this._tableRange+this._minPos,!0)}}});const Yo=["rgb(54, 162, 235)","rgb(255, 99, 132)","rgb(255, 159, 64)","rgb(255, 205, 86)","rgb(75, 192, 192)","rgb(153, 102, 255)","rgb(201, 203, 207)"],Uo=Yo.map((t=>t.replace("rgb(","rgba(").replace(")",", 0.5)")));function Xo(t){return Yo[t%Yo.length]}function qo(t){return Uo[t%Uo.length]}function Ko(t){let e=0;return(i,s)=>{const n=t.getDatasetMeta(s).controller;n instanceof $n?e=function(t,e){return t.backgroundColor=t.data.map((()=>Xo(e++))),e}(i,e):n instanceof Yn?e=function(t,e){return t.backgroundColor=t.data.map((()=>qo(e++))),e}(i,e):n&&(e=function(t,e){return t.borderColor=Xo(e),t.backgroundColor=qo(e),++e}(i,e))}}function Go(t){let e;for(e in t)if(t[e].borderColor||t[e].backgroundColor)return!0;return!1}var Jo={id:"colors",defaults:{enabled:!0,forceOverride:!1},beforeLayout(t,e,i){if(!i.enabled)return;const{data:{datasets:s},options:n}=t.config,{elements:o}=n,a=Go(s)||(r=n)&&(r.borderColor||r.backgroundColor)||o&&Go(o)||"rgba(0,0,0,0.1)"!==ue.borderColor||"rgba(0,0,0,0.1)"!==ue.backgroundColor;var r;if(!i.forceOverride&&a)return;const l=Ko(t);s.forEach(l)}};function Zo(t){if(t._decimated){const e=t._data;delete t._decimated,delete t._data,Object.defineProperty(t,"data",{configurable:!0,enumerable:!0,writable:!0,value:e})}}function Qo(t){t.data.datasets.forEach((t=>{Zo(t)}))}var ta={id:"decimation",defaults:{algorithm:"min-max",enabled:!1},beforeElementsUpdate:(t,e,i)=>{if(!i.enabled)return void Qo(t);const n=t.width;t.data.datasets.forEach(((e,o)=>{const{_data:a,indexAxis:r}=e,l=t.getDatasetMeta(o),h=a||e.data;if("y"===Pi([r,t.options.indexAxis]))return;if(!l.controller.supportsDecimation)return;const c=t.scales[l.xAxisID];if("linear"!==c.type&&"time"!==c.type)return;if(t.options.parsing)return;let{start:d,count:u}=function(t,e){const i=e.length;let s,n=0;const{iScale:o}=t,{min:a,max:r,minDefined:l,maxDefined:h}=o.getUserBounds();return l&&(n=Z(it(e,o.axis,a).lo,0,i-1)),s=h?Z(it(e,o.axis,r).hi+1,n,i)-n:i-n,{start:n,count:s}}(l,h);if(u<=(i.threshold||4*n))return void Zo(e);let f;switch(s(a)&&(e._data=h,delete e.data,Object.defineProperty(e,"data",{configurable:!0,enumerable:!0,get:function(){return this._decimated},set:function(t){this._data=t}})),i.algorithm){case"lttb":f=function(t,e,i,s,n){const o=n.samples||s;if(o>=i)return t.slice(e,e+i);const 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0),h=ki(l.borderWidth);return{text:e[t.index].label,fillStyle:l.backgroundColor,fontColor:o,hidden:!t.visible,lineCap:l.borderCapStyle,lineDash:l.borderDash,lineDashOffset:l.borderDashOffset,lineJoin:l.borderJoinStyle,lineWidth:(h.width+h.height)/4,strokeStyle:l.borderColor,pointStyle:s||l.pointStyle,rotation:l.rotation,textAlign:n||l.textAlign,borderRadius:a&&(r||l.borderRadius),datasetIndex:t.index}}),this)}},title:{color:t=>t.chart.options.color,display:!1,position:"center",text:""}},descriptors:{_scriptable:t=>!t.startsWith("on"),labels:{_scriptable:t=>!["generateLabels","filter","sort"].includes(t)}}};class wa extends $s{constructor(t){super(),this.chart=t.chart,this.options=t.options,this.ctx=t.ctx,this._padding=void 0,this.top=void 0,this.bottom=void 0,this.left=void 0,this.right=void 0,this.width=void 0,this.height=void 0,this.position=void 0,this.weight=void 0,this.fullSize=void 0}update(t,e){const i=this.options;if(this.left=0,this.top=0,!i.display)return void(this.width=this.height=this.right=this.bottom=0);this.width=this.right=t,this.height=this.bottom=e;const s=n(i.text)?i.text.length:1;this._padding=ki(i.padding);const o=s*Si(i.font).lineHeight+this._padding.height;this.isHorizontal()?this.height=o:this.width=o}isHorizontal(){const t=this.options.position;return"top"===t||"bottom"===t}_drawArgs(t){const{top:e,left:i,bottom:s,right:n,options:o}=this,a=o.align;let r,l,h,c=0;return this.isHorizontal()?(l=ft(a,i,n),h=e+t,r=n-i):("left"===o.position?(l=i+t,h=ft(a,s,e),c=-.5*C):(l=n-t,h=ft(a,e,s),c=.5*C),r=s-e),{titleX:l,titleY:h,maxWidth:r,rotation:c}}draw(){const t=this.ctx,e=this.options;if(!e.display)return;const i=Si(e.font),s=i.lineHeight/2+this._padding.top,{titleX:n,titleY:o,maxWidth:a,rotation:r}=this._drawArgs(s);Ne(t,e.text,0,0,i,{color:e.color,maxWidth:a,rotation:r,textAlign:ut(e.align),textBaseline:"middle",translation:[n,o]})}}var ka={id:"title",_element:wa,start(t,e,i){!function(t,e){const i=new wa({ctx:t.ctx,options:e,chart:t});ls.configure(t,i,e),ls.addBox(t,i),t.titleBlock=i}(t,i)},stop(t){const e=t.titleBlock;ls.removeBox(t,e),delete t.titleBlock},beforeUpdate(t,e,i){const s=t.titleBlock;ls.configure(t,s,i),s.options=i},defaults:{align:"center",display:!1,font:{weight:"bold"},fullSize:!0,padding:10,position:"top",text:"",weight:2e3},defaultRoutes:{color:"color"},descriptors:{_scriptable:!0,_indexable:!1}};const Sa=new WeakMap;var Pa={id:"subtitle",start(t,e,i){const s=new wa({ctx:t.ctx,options:i,chart:t});ls.configure(t,s,i),ls.addBox(t,s),Sa.set(t,s)},stop(t){ls.removeBox(t,Sa.get(t)),Sa.delete(t)},beforeUpdate(t,e,i){const s=Sa.get(t);ls.configure(t,s,i),s.options=i},defaults:{align:"center",display:!1,font:{weight:"normal"},fullSize:!0,padding:0,position:"top",text:"",weight:1500},defaultRoutes:{color:"color"},descriptors:{_scriptable:!0,_indexable:!1}};const Da={average(t){if(!t.length)return!1;let e,i,s=new Set,n=0,o=0;for(e=0,i=t.length;e<i;++e){const 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i=t.chart.ctx,{body:s,footer:n,title:o}=t,{boxWidth:a,boxHeight:r}=e,l=Si(e.bodyFont),h=Si(e.titleFont),c=Si(e.footerFont),d=o.length,f=n.length,g=s.length,p=ki(e.padding);let m=p.height,x=0,b=s.reduce(((t,e)=>t+e.before.length+e.lines.length+e.after.length),0);if(b+=t.beforeBody.length+t.afterBody.length,d&&(m+=d*h.lineHeight+(d-1)*e.titleSpacing+e.titleMarginBottom),b){m+=g*(e.displayColors?Math.max(r,l.lineHeight):l.lineHeight)+(b-g)*l.lineHeight+(b-1)*e.bodySpacing}f&&(m+=e.footerMarginTop+f*c.lineHeight+(f-1)*e.footerSpacing);let _=0;const y=function(t){x=Math.max(x,i.measureText(t).width+_)};return i.save(),i.font=h.string,u(t.title,y),i.font=l.string,u(t.beforeBody.concat(t.afterBody),y),_=e.displayColors?a+2+e.boxPadding:0,u(s,(t=>{u(t.before,y),u(t.lines,y),u(t.after,y)})),_=0,i.font=c.string,u(t.footer,y),i.restore(),x+=p.width,{width:x,height:m}}function La(t,e,i,s){const{x:n,width:o}=i,{width:a,chartArea:{left:r,right:l}}=t;let 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e=t.chart.getDatasetMeta(t.datasetIndex).controller.getStyle(t.dataIndex);return{borderColor:e.borderColor,backgroundColor:e.backgroundColor,borderWidth:e.borderWidth,borderDash:e.borderDash,borderDashOffset:e.borderDashOffset,borderRadius:0}},labelTextColor(){return this.options.bodyColor},labelPointStyle(t){const e=t.chart.getDatasetMeta(t.datasetIndex).controller.getStyle(t.dataIndex);return{pointStyle:e.pointStyle,rotation:e.rotation}},afterLabel:e,afterBody:e,beforeFooter:e,footer:e,afterFooter:e};function Ba(t,e,i,s){const n=t[e].call(i,s);return void 0===n?Va[e].call(i,s):n}class Wa extends $s{static positioners=Da;constructor(t){super(),this.opacity=0,this._active=[],this._eventPosition=void 0,this._size=void 0,this._cachedAnimations=void 0,this._tooltipItems=[],this.$animations=void 0,this.$context=void 0,this.chart=t.chart,this.options=t.options,this.dataPoints=void 0,this.title=void 0,this.beforeBody=void 0,this.body=void 0,this.afterBody=void 0,this.footer=void 0,this.xAlign=void 0,this.yAlign=void 0,this.x=void 0,this.y=void 0,this.height=void 0,this.width=void 0,this.caretX=void 0,this.caretY=void 0,this.labelColors=void 0,this.labelPointStyles=void 0,this.labelTextColors=void 0}initialize(t){this.options=t,this._cachedAnimations=void 0,this.$context=void 0}_resolveAnimations(){const t=this._cachedAnimations;if(t)return t;const e=this.chart,i=this.options.setContext(this.getContext()),s=i.enabled&&e.options.animation&&i.animations,n=new Ts(this.chart,s);return s._cacheable&&(this._cachedAnimations=Object.freeze(n)),n}getContext(){return this.$context||(this.$context=(t=this.chart.getContext(),e=this,i=this._tooltipItems,Ci(t,{tooltip:e,tooltipItems:i,type:"tooltip"})));var t,e,i}getTitle(t,e){const{callbacks:i}=e,s=Ba(i,"beforeTitle",this,t),n=Ba(i,"title",this,t),o=Ba(i,"afterTitle",this,t);let a=[];return a=Ca(a,Oa(s)),a=Ca(a,Oa(n)),a=Ca(a,Oa(o)),a}getBeforeBody(t,e){return za(Ba(e.callbacks,"beforeBody",this,t))}getBody(t,e){const{callbacks:i}=e,s=[];return u(t,(t=>{const e={before:[],lines:[],after:[]},n=Fa(i,t);Ca(e.before,Oa(Ba(n,"beforeLabel",this,t))),Ca(e.lines,Ba(n,"label",this,t)),Ca(e.after,Oa(Ba(n,"afterLabel",this,t))),s.push(e)})),s}getAfterBody(t,e){return za(Ba(e.callbacks,"afterBody",this,t))}getFooter(t,e){const{callbacks:i}=e,s=Ba(i,"beforeFooter",this,t),n=Ba(i,"footer",this,t),o=Ba(i,"afterFooter",this,t);let a=[];return a=Ca(a,Oa(s)),a=Ca(a,Oa(n)),a=Ca(a,Oa(o)),a}_createItems(t){const e=this._active,i=this.chart.data,s=[],n=[],o=[];let a,r,l=[];for(a=0,r=e.length;a<r;++a)l.push(Aa(this.chart,e[a]));return t.filter&&(l=l.filter(((e,s,n)=>t.filter(e,s,n,i)))),t.itemSort&&(l=l.sort(((e,s)=>t.itemSort(e,s,i)))),u(l,(e=>{const i=Fa(t.callbacks,e);s.push(Ba(i,"labelColor",this,e)),n.push(Ba(i,"labelPointStyle",this,e)),o.push(Ba(i,"labelTextColor",this,e))})),this.labelColors=s,this.labelPointStyles=n,this.labelTextColors=o,this.dataPoints=l,l}update(t,e){const i=this.options.setContext(this.getContext()),s=this._active;let n,o=[];if(s.length){const t=Da[i.position].call(this,s,this._eventPosition);o=this._createItems(i),this.title=this.getTitle(o,i),this.beforeBody=this.getBeforeBody(o,i),this.body=this.getBody(o,i),this.afterBody=this.getAfterBody(o,i),this.footer=this.getFooter(o,i);const e=this._size=Ta(this,i),a=Object.assign({},t,e),r=Ea(this.chart,i,a),l=Ra(i,a,r,this.chart);this.xAlign=r.xAlign,this.yAlign=r.yAlign,n={opacity:1,x:l.x,y:l.y,width:e.width,height:e.height,caretX:t.x,caretY:t.y}}else 0!==this.opacity&&(n={opacity:0});this._tooltipItems=o,this.$context=void 0,n&&this._resolveAnimations().update(this,n),t&&i.external&&i.external.call(this,{chart:this.chart,tooltip:this,replay:e})}drawCaret(t,e,i,s){const n=this.getCaretPosition(t,i,s);e.lineTo(n.x1,n.y1),e.lineTo(n.x2,n.y2),e.lineTo(n.x3,n.y3)}getCaretPosition(t,e,i){const{xAlign:s,yAlign:n}=this,{caretSize:o,cornerRadius:a}=i,{topLeft:r,topRight:l,bottomLeft:h,bottomRight:c}=wi(a),{x:d,y:u}=t,{width:f,height:g}=e;let p,m,x,b,_,y;return"center"===n?(_=u+g/2,"left"===s?(p=d,m=p-o,b=_+o,y=_-o):(p=d+f,m=p+o,b=_-o,y=_+o),x=p):(m="left"===s?d+Math.max(r,h)+o:"right"===s?d+f-Math.max(l,c)-o:this.caretX,"top"===n?(b=u,_=b-o,p=m-o,x=m+o):(b=u+g,_=b+o,p=m+o,x=m-o),y=b),{x1:p,x2:m,x3:x,y1:b,y2:_,y3:y}}drawTitle(t,e,i){const s=this.title,n=s.length;let o,a,r;if(n){const l=Oi(i.rtl,this.x,this.width);for(t.x=Ia(this,i.titleAlign,i),e.textAlign=l.textAlign(i.titleAlign),e.textBaseline="middle",o=Si(i.titleFont),a=i.titleSpacing,e.fillStyle=i.titleColor,e.font=o.string,r=0;r<n;++r)e.fillText(s[r],l.x(t.x),t.y+o.lineHeight/2),t.y+=o.lineHeight+a,r+1===n&&(t.y+=i.titleMarginBottom-a)}}_drawColorBox(t,e,i,s,n){const a=this.labelColors[i],r=this.labelPointStyles[i],{boxHeight:l,boxWidth:h}=n,c=Si(n.bodyFont),d=Ia(this,"left",n),u=s.x(d),f=l<c.lineHeight?(c.lineHeight-l)/2:0,g=e.y+f;if(n.usePointStyle){const e={radius:Math.min(h,l)/2,pointStyle:r.pointStyle,rotation:r.rotation,borderWidth:1},i=s.leftForLtr(u,h)+h/2,o=g+l/2;t.strokeStyle=n.multiKeyBackground,t.fillStyle=n.multiKeyBackground,Le(t,e,i,o),t.strokeStyle=a.borderColor,t.fillStyle=a.backgroundColor,Le(t,e,i,o)}else{t.lineWidth=o(a.borderWidth)?Math.max(...Object.values(a.borderWidth)):a.borderWidth||1,t.strokeStyle=a.borderColor,t.setLineDash(a.borderDash||[]),t.lineDashOffset=a.borderDashOffset||0;const e=s.leftForLtr(u,h),i=s.leftForLtr(s.xPlus(u,1),h-2),r=wi(a.borderRadius);Object.values(r).some((t=>0!==t))?(t.beginPath(),t.fillStyle=n.multiKeyBackground,He(t,{x:e,y:g,w:h,h:l,radius:r}),t.fill(),t.stroke(),t.fillStyle=a.backgroundColor,t.beginPath(),He(t,{x:i,y:g+1,w:h-2,h:l-2,radius:r}),t.fill()):(t.fillStyle=n.multiKeyBackground,t.fillRect(e,g,h,l),t.strokeRect(e,g,h,l),t.fillStyle=a.backgroundColor,t.fillRect(i,g+1,h-2,l-2))}t.fillStyle=this.labelTextColors[i]}drawBody(t,e,i){const{body:s}=this,{bodySpacing:n,bodyAlign:o,displayColors:a,boxHeight:r,boxWidth:l,boxPadding:h}=i,c=Si(i.bodyFont);let d=c.lineHeight,f=0;const g=Oi(i.rtl,this.x,this.width),p=function(i){e.fillText(i,g.x(t.x+f),t.y+d/2),t.y+=d+n},m=g.textAlign(o);let x,b,_,y,v,M,w;for(e.textAlign=o,e.textBaseline="middle",e.font=c.string,t.x=Ia(this,m,i),e.fillStyle=i.bodyColor,u(this.beforeBody,p),f=a&&"right"!==m?"center"===o?l/2+h:l+2+h:0,y=0,M=s.length;y<M;++y){for(x=s[y],b=this.labelTextColors[y],e.fillStyle=b,u(x.before,p),_=x.lines,a&&_.length&&(this._drawColorBox(e,t,y,g,i),d=Math.max(c.lineHeight,r)),v=0,w=_.length;v<w;++v)p(_[v]),d=c.lineHeight;u(x.after,p)}f=0,d=c.lineHeight,u(this.afterBody,p),t.y-=n}drawFooter(t,e,i){const s=this.footer,n=s.length;let o,a;if(n){const r=Oi(i.rtl,this.x,this.width);for(t.x=Ia(this,i.footerAlign,i),t.y+=i.footerMarginTop,e.textAlign=r.textAlign(i.footerAlign),e.textBaseline="middle",o=Si(i.footerFont),e.fillStyle=i.footerColor,e.font=o.string,a=0;a<n;++a)e.fillText(s[a],r.x(t.x),t.y+o.lineHeight/2),t.y+=o.lineHeight+i.footerSpacing}}drawBackground(t,e,i,s){const{xAlign:n,yAlign:o}=this,{x:a,y:r}=t,{width:l,height:h}=i,{topLeft:c,topRight:d,bottomLeft:u,bottomRight:f}=wi(s.cornerRadius);e.fillStyle=s.backgroundColor,e.strokeStyle=s.borderColor,e.lineWidth=s.borderWidth,e.beginPath(),e.moveTo(a+c,r),"top"===o&&this.drawCaret(t,e,i,s),e.lineTo(a+l-d,r),e.quadraticCurveTo(a+l,r,a+l,r+d),"center"===o&&"right"===n&&this.drawCaret(t,e,i,s),e.lineTo(a+l,r+h-f),e.quadraticCurveTo(a+l,r+h,a+l-f,r+h),"bottom"===o&&this.drawCaret(t,e,i,s),e.lineTo(a+u,r+h),e.quadraticCurveTo(a,r+h,a,r+h-u),"center"===o&&"left"===n&&this.drawCaret(t,e,i,s),e.lineTo(a,r+c),e.quadraticCurveTo(a,r,a+c,r),e.closePath(),e.fill(),s.borderWidth>0&&e.stroke()}_updateAnimationTarget(t){const 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<div id="progress"></div>
<div class="hint">← → 鍵切換 · 點兩側可翻頁</div>
<div id="viewport">
<div id="stage">
<!-- SLIDE 1 : COVER -->
<div class="slide dark">
<div class="bg-circle" style="width:520px;height:520px;top:-260px;right:-90px;"></div>
<div class="bg-circle" style="width:340px;height:340px;bottom:-160px;left:-120px;"></div>
<div style="display:flex;gap:8px;margin-top:26px;">
<span style="width:14px;height:14px;border-radius:50%;background:var(--case-a);display:inline-block;"></span>
<span style="width:14px;height:14px;border-radius:50%;background:var(--case-b);display:inline-block;"></span>
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<span style="width:14px;height:14px;border-radius:50%;background:var(--case-d);display:inline-block;"></span>
</div>
<div style="font-size:12px;font-weight:700;letter-spacing:2px;color:var(--ice);margin-top:14px;">AI 應用產線可行性評估報告</div>
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:44px;line-height:1.2;margin-top:34px;">
四個 AI 模型專案<br>建立與規劃案例彙整
</div>
<div style="font-size:14px;color:#B7C0E0;margin-top:22px;max-width:920px;line-height:1.5;">
晶圓缺陷分類・Strip Test Fail Pattern・AOI-CP 電性預測・BGBM SPC 與 AI 導入規劃 — 供管理層評估 AI 導入產線之可行性、成熟度與優先順序
</div>
<div style="display:flex;gap:26px;flex-wrap:wrap;margin-top:auto;margin-bottom:56px;">
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-a);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">A</span>晶圓缺陷分類系統</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-b);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">B</span>Strip Test Fail Pattern AI</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-c);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">C</span>AOI 影像 AI 模型(AOI-CP)</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-d);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">D</span>BGBM SPC 與 AI 導入規劃</span>
</div>
<div class="footer dark-footer"><span>2026 年度總結 · 內部評估報告</span><span>1 / 31</span></div>
</div>
<!-- SLIDE 2 : AGENDA -->
<div class="slide">
<div class="head">
<div class="kicker" style="color:var(--navy);">AGENDA</div>
<div class="title">簡報大綱</div>
<div class="subtitle">從總覽評估架構出發,逐一檢視四個案例的現況與成熟度,最後彙整成產線導入建議</div>
</div>
<div style="display:flex;flex-direction:column;gap:0;margin-top:8px;">
<!-- rows -->
<div style="display:flex;align-items:center;padding:11px 0;border-bottom:1px solid #EBEEF4;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--navy);font-size:13px;">01</span>
<div style="margin-left:16px;flex:1;"><div class="h2">總覽</div><div style="font-size:11px;color:var(--text-muted);">整體評估架構與四案例總表</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.03–04</div>
</div>
<div style="display:flex;align-items:center;padding:11px 0;border-bottom:1px solid #EBEEF4;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--case-a);font-size:13px;">A</span>
<div style="margin-left:16px;flex:1;"><div class="h2">晶圓缺陷分類系統</div><div style="font-size:11px;color:var(--text-muted);">雲端+本機雙版本,RK30906 實測案例</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.05–10</div>
</div>
<div style="display:flex;align-items:center;padding:11px 0;border-bottom:1px solid #EBEEF4;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--case-b);font-size:13px;">B</span>
<div style="margin-left:16px;flex:1;"><div class="h2">Strip Test Fail Pattern AI</div><div style="font-size:11px;color:var(--text-muted);">規則式+PyTorch 模型,概念驗證階段</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.11–15</div>
</div>
<div style="display:flex;align-items:center;padding:11px 0;border-bottom:1px solid #EBEEF4;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--case-c);font-size:13px;">C</span>
<div style="margin-left:16px;flex:1;"><div class="h2">AOI 影像 AI 模型(AOI-CP)</div><div style="font-size:11px;color:var(--text-muted);">四種方法測試,目前卡關待突破</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.16–20</div>
</div>
<div style="display:flex;align-items:center;padding:11px 0;border-bottom:1px solid #EBEEF4;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--case-d);font-size:13px;">D</span>
<div style="margin-left:16px;flex:1;"><div class="h2">BGBM SPC 與 AI 導入規劃</div><div style="font-size:11px;color:var(--text-muted);">SPC 儀表板已完成,四階段路線圖</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.21–25</div>
</div>
<div style="display:flex;align-items:center;padding:11px 0;">
<span class="icon-circle" style="width:36px;height:36px;background:var(--navy);font-size:13px;">02</span>
<div style="margin-left:16px;flex:1;"><div class="h2">綜合結論</div><div style="font-size:11px;color:var(--text-muted);">成熟度矩陣、導入建議與決策事項</div></div>
<div style="font-size:11px;color:var(--text-faint);">P.26–30</div>
</div>
</div>
<div class="footer"><span>AI 應用產線可行性評估</span><span>2 / 31</span></div>
</div>
<!-- SLIDE 3 : EXEC SUMMARY -->
<div class="slide">
<div class="head">
<div class="kicker" style="color:var(--navy);">EXECUTIVE SUMMARY</div>
<div class="title">四案例總覽:現況與成熟度一覽</div>
<div class="subtitle">同一份資產(產線 Log/影像/量測資料)可以走到完全不同的成熟階段——從已上線到目前卡關</div>
</div>
<table style="width:100%;border-collapse:collapse;font-size:11.3px;">
<thead>
<tr style="background:var(--navy);color:#fff;">
<th style="text-align:left;padding:10px 12px;border-radius:6px 0 0 6px;">案例</th>
<th style="text-align:left;padding:10px 12px;">目標</th>
<th style="text-align:left;padding:10px 12px;">現況成熟度</th>
<th style="text-align:left;padding:10px 12px;">關鍵指標</th>
<th style="text-align:left;padding:10px 12px;border-radius:0 6px 6px 0;">建議動作</th>
</tr>
</thead>
<tbody>
<tr style="background:#F6F8FC;">
<td style="padding:13px 12px;font-weight:700;color:var(--case-a);">A · 晶圓缺陷分類</td>
<td style="padding:13px 12px;">8 類缺陷 pattern 自動判定,雲端+本機雙部署</td>
<td style="padding:13px 12px;color:var(--green);font-weight:700;">● 已可用 / 已用真實 Lot 驗證</td>
<td style="padding:13px 12px;">25 片實測、良率規則 + AI 分流全跑通</td>
<td style="padding:13px 12px;">推廣至產線試營運,複製分流架構</td>
</tr>
<tr>
<td style="padding:13px 12px;font-weight:700;color:var(--case-b);">B · Strip Fail Pattern</td>
<td style="padding:13px 12px;">13×13 網格 fail 樣態自動分類</td>
<td style="padding:13px 12px;color:var(--amber);font-weight:700;">◐ 概念驗證 / 準確度尚不穩定</td>
<td style="padding:13px 12px;">僅 29 筆標記,推論平均信心 31.3%</td>
<td style="padding:13px 12px;">持續累積標記,規則式先上線</td>
</tr>
<tr style="background:#F6F8FC;">
<td style="padding:13px 12px;font-weight:700;color:var(--case-c);">C · AOI 影像 AI(AOI-CP)</td>
<td style="padding:13px 12px;">以 AOI 影像預測 CP 電性,降低 Overkill</td>
<td style="padding:13px 12px;color:var(--red);font-weight:700;">○ 卡關 / 需跨部門資源</td>
<td style="padding:13px 12px;">四種方法 ROC-AUC 皆 0.48–0.54(近乎隨機)</td>
<td style="padding:13px 12px;">修 ADC 分類、取得 Layout/GDS 資料</td>
</tr>
<tr>
<td style="padding:13px 12px;font-weight:700;color:var(--case-d);">D · BGBM SPC+AI 規劃</td>
<td style="padding:13px 12px;">線上 SPC 監控 + 分階段 AI 導入</td>
<td style="padding:13px 12px;color:var(--green);font-weight:700;">● 階段一已完成 / 路線圖清楚</td>
<td style="padding:13px 12px;">SPC 儀表板已交付,抓到真實 9σ 飄移</td>
<td style="padding:13px 12px;">依路線圖投入階段二~四</td>
</tr>
</tbody>
</table>
<div class="footer"><span>AI 應用產線可行性評估 · 總覽</span><span>3 / 31</span></div>
</div>
<!-- SLIDE 4 : FRAMEWORK -->
<div class="slide">
<div class="head">
<div class="kicker" style="color:var(--navy);">EVALUATION FRAMEWORK</div>
<div class="title">如何解讀本報告:五個評估構面</div>
<div class="subtitle">每個案例都用相同的五個構面檢視,確保跨案例可以互相比較、排優先順序</div>
</div>
<div style="display:flex;flex-direction:column;gap:10px;margin-top:6px;">
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:38px;height:38px;background:var(--case-a);font-size:14px;">①</span>
<div style="width:220px;font-family:'Noto Serif TC',serif;font-weight:900;font-size:14.5px;">資料就緒度</div>
<div style="font-size:12px;color:var(--text-muted);">現有資料量、標記品質、是否有乾淨的驗證集</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:38px;height:38px;background:var(--case-b);font-size:14px;">②</span>
<div style="width:220px;font-family:'Noto Serif TC',serif;font-weight:900;font-size:14.5px;">模型準確度/效益</div>
<div style="font-size:12px;color:var(--text-muted);">模型指標(準確率、ROC-AUC、信心分數)是否達到可用門檻</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:38px;height:38px;background:var(--case-c);font-size:14px;">③</span>
<div style="width:220px;font-family:'Noto Serif TC',serif;font-weight:900;font-size:14.5px;">部署複雜度</div>
<div style="font-size:12px;color:var(--text-muted);">雲端/本機部署方式、是否需要額外硬體或人力維運</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:38px;height:38px;background:var(--case-d);font-size:14px;">④</span>
<div style="width:220px;font-family:'Noto Serif TC',serif;font-weight:900;font-size:14.5px;">產線整合難度</div>
<div style="font-size:12px;color:var(--text-muted);">與既有系統(MES/設備 Log/人工複判)銜接的難易度</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:38px;height:38px;background:var(--navy);font-size:14px;">⑤</span>
<div style="width:220px;font-family:'Noto Serif TC',serif;font-weight:900;font-size:14.5px;">建議動作與優先順序</div>
<div style="font-size:12px;color:var(--text-muted);">現在就能做、需要持續投入,還是需要跨部門資源才能突破</div>
</div>
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<div class="footer"><span>AI 應用產線可行性評估 · 總覽</span><span>4 / 31</span></div>
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<div style="font-size:13px;font-weight:700;letter-spacing:2px;color:var(--case-a);">案例 A · 01/04</div>
<div style="width:46px;height:3px;background:var(--case-a);margin:10px 0 18px;"></div>
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:44px;">晶圓缺陷分類系統</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:22px;max-width:820px;line-height:1.5;">雲端版與本機版架構、8 類缺陷模式,並以 RK30906 真實 Lot 完整走過一次流程</div>
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<div class="footer dark-footer"><span>Wafer Defect Classifier · Cloud + Local Editions</span><span>5 / 31</span></div>
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<div class="section-tag" style="color:var(--case-a);">案例 A · 晶圓缺陷分類系統</div>
<div class="head" style="margin-top:2px;">
<div class="title">背景與雙版本架構</div>
<div class="subtitle">AI 判斷邏輯完全相同,差別只在「模型在哪裡執行」——依網路、隱私、硬體條件彈性選擇</div>
</div>
<div style="display:flex;gap:20px;flex:1;">
<div style="width:44%;">
<ul class="bullets">
<li>以 WM-811K 資料集訓練 ResNet34 模型,8 類缺陷 pattern 自動判定</li>
<li>良率規則、CSV/dlog 解析、8 類定義完全共用一套邏輯,只差推論位置</li>
<li>雲端版:兩個獨立 Hugging Face Space(前端 + 模型),免安裝即用</li>
<li>本機版:單一 Flask + PyTorch 行程,資料與圖片全程不出機、可離線</li>
</ul>
</div>
<div style="flex:1;display:flex;gap:16px;">
<div class="card tint-a" style="flex:1;">
<div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:10px;">
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:16px;color:var(--case-a);">雲端版</div>
<span class="badge" style="background:var(--case-a);color:#fff;">免安裝即用</span>
</div>
<ul class="bullets tight">
<li>前端無需 GPU/PyTorch,瀏覽器打開即可用</li>
<li>適合展示、教學、多人共用</li>
<li>免費方案有休眠喚醒延遲(約 20–30 秒)</li>
</ul>
</div>
<div class="card tint-a" style="flex:1;">
<div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:10px;">
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:16px;color:var(--navy);">本機版</div>
<span class="badge" style="background:var(--navy);color:#fff;">資料不出機</span>
</div>
<ul class="bullets tight">
<li>推論在自己電腦執行(Flask + PyTorch)</li>
<li>圖片與 log 不上傳外部伺服器</li>
<li>需自行安裝 Python + PyTorch(約 200MB)</li>
</ul>
</div>
</div>
</div>
<div class="footer"><span>案例 A · 晶圓缺陷分類系統</span><span>6 / 31</span></div>
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<div class="section-tag" style="color:var(--case-a);">案例 A · 晶圓缺陷分類系統</div>
<div class="head" style="margin-top:2px;">
<div class="title">核心功能與使用流程</div>
<div class="subtitle">兩個版本共用同一套 Web UI:Single Wafer/Whole Lot/Instructions,操作方式完全相同</div>
</div>
<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:8px;">8 類缺陷模式(含 None)</div>
<div style="display:flex;gap:8px;margin-bottom:20px;">
<div style="flex:1;background:#EAEDF2;border:1px solid #D8DCE6;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--text-muted);">None</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Center</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Donut</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Edge-Loc</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Edge-Ring</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Loc</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Near-Full</div>
<div style="flex:1;background:var(--case-a-bg);border:1px solid #D5E4E9;border-radius:8px;padding:10px 0;text-align:center;font-size:11px;font-weight:700;color:var(--case-a);">Random</div>
</div>
<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:8px;">使用流程:良率規則 → AI 模型 兩段式分流</div>
<div style="display:flex;gap:14px;flex:1;">
<div class="card" style="flex:1;position:relative;">
<span class="icon-circle" style="width:34px;height:34px;background:var(--case-a);font-size:13px;">1</span>
<div class="h2" style="margin-top:10px;">上傳圖片/CSV</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">Single Wafer 上傳晶圓圖,或 Whole Lot 上傳整批測試 log</div>
</div>
<div class="card" style="flex:1;position:relative;">
<span class="icon-circle" style="width:34px;height:34px;background:var(--case-a);font-size:13px;">2</span>
<div class="h2" style="margin-top:10px;">良率規則判定</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">良率 ≥ 95% 門檻 → 直接判定 None,節省模型推論</div>
</div>
<div class="card" style="flex:1;position:relative;">
<span class="icon-circle" style="width:34px;height:34px;background:var(--case-a);font-size:13px;">3</span>
<div class="h2" style="margin-top:10px;">AI 模型推論</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">低於門檻者送入 ResNet34,回傳 8 類機率排序 + 64×64 預覽</div>
</div>
<div class="card" style="flex:1;position:relative;">
<span class="icon-circle" style="width:34px;height:34px;background:var(--case-a);font-size:13px;">4</span>
<div class="h2" style="margin-top:10px;">標籤修正/再訓練</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">判斷不準確可手動修正並存入 corrected_labels/,供後續再訓練</div>
</div>
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<div class="footer"><span>案例 A · 晶圓缺陷分類系統</span><span>7 / 31</span></div>
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<div class="section-tag" style="color:var(--case-a);">案例 A · 實測案例 RK30906</div>
<div class="head" style="margin-top:2px;">
<div class="title">實測案例:25 片 Wafer 良率分布與分流結果</div>
<div class="subtitle">真實 Lot RK30906・25 片・CRAFT dlogTDO log,以 95% 門檻套用在真實資料上</div>
</div>
<div style="display:flex;gap:18px;flex:1;">
<div style="flex:1.55;">
<canvas id="chart8" width="700" height="360"></canvas>
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<div style="flex:1;display:flex;flex-direction:column;gap:12px;">
<div class="card tint-a" style="flex:1;display:flex;">
<div style="flex:1;text-align:center;">
<div class="stat-num" style="font-size:26px;color:var(--case-a);">84.76%</div>
<div class="stat-label">全批平均良率</div>
</div>
<div style="flex:1;text-align:center;">
<div class="stat-num" style="font-size:20px;color:var(--case-a);">52.29–97.71%</div>
<div class="stat-label">良率區間(#11 → #21)</div>
</div>
</div>
<div class="card" style="flex:1;">
<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:8px;">分流結果</div>
<div style="display:flex;">
<div style="flex:1;text-align:center;">
<div class="stat-num" style="font-size:26px;color:var(--green);">4 片</div>
<div class="stat-label">良率≥95%,規則直判 None</div>
</div>
<div style="flex:1;text-align:center;">
<div class="stat-num" style="font-size:26px;color:var(--case-a);">21 片</div>
<div class="stat-label">良率<95%,送入 AI 模型判定</div>
</div>
</div>
</div>
</div>
</div>
<div style="font-size:11px;font-style:italic;color:var(--text-muted);margin-top:6px;">觀察:25 片良率落差明顯,非單一均勻批次;僅 4 片可由規則直接判定,多數仍需 AI 模型判斷 pattern</div>
<div class="footer"><span>案例 A · 晶圓缺陷分類系統</span><span>8 / 31</span></div>
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<div class="section-tag" style="color:var(--case-a);">案例 A · 實測案例 RK30906</div>
<div class="head" style="margin-top:2px;">
<div class="title">從真實資料得到的洞察</div>
<div class="subtitle">整合良率分佈、主要 Fail 測項、Hotspot 三個角度,得到可執行的下一步建議</div>
</div>
<div class="grid g2">
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<div class="h2">IR0 系統性主導</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:6px;line-height:1.5;">96% 的晶圓(24/25)主要 fail 測項同為 IR0(電流測試),遠非隨機分佈,指向共同的測試或製程條件</div>
</div>
<div class="card" style="border-left:4px solid var(--case-a);">
<div class="h2">熱點集中外環</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:6px;line-height:1.5;">Top 5 熱點座標中,(6,21) 與 (7,17) 兩點在 14/25 片(56%)重複失效,位置偏外環</div>
</div>
<div class="card" style="border-left:4px solid var(--green);">
<div class="h2">分流機制發揮作用</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:6px;line-height:1.5;">21 片自動送模型判定 pattern、4 片規則直接判定,兼顧速度與正確性</div>
</div>
<div class="card" style="border-left:4px solid var(--case-a);">
<div class="h2">非隨機、可追查</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:6px;line-height:1.5;">系統性訊號較符合探針卡接觸不良或邊緣製程均勻度問題,而非單顆晶片隨機瑕疵</div>
</div>
</div>
<div class="card tint-a" style="margin-top:12px;">
<div style="font-size:11px;font-weight:700;color:var(--case-a);margin-bottom:6px;">建議下一步</div>
<div style="font-size:13px;color:var(--text-dark);">檢查探針卡對位與邊緣接觸點 → 追蹤 IR0 測試條件是否偏移 → 比對歷史 Lot 是否有相同熱點座標</div>
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<div class="footer"><span>案例 A · 晶圓缺陷分類系統</span><span>9 / 31</span></div>
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<div class="section-tag" style="color:var(--case-a);">案例 A · 晶圓缺陷分類系統</div>
<div class="head" style="margin-top:2px;">
<div class="title">再訓練機制與案例總結</div>
<div class="subtitle">上線後的模型不會永遠準確,靠「上線→收集回饋→再訓練→驗證→替換」持續進化</div>
</div>
<div style="display:flex;gap:20px;">
<div style="width:44%;">
<ul class="bullets">
<li>資料混合策略:原始資料集(基礎泛化)+人工修正資料(針對性修正)混合訓練</li>
<li>修正資料 20 倍加權,避免被大量原始資料稀釋、學不到教訓</li>
<li>驗證集只從原始資料切分,修正資料絕不進驗證集,確保公平比較</li>
<li>Champion / Challenger:新模型須在同一驗證集勝過舊模型,人工決定才替換,無自動覆蓋風險</li>
</ul>
</div>
<div class="card navy" style="flex:1;">
<div style="font-size:11px;font-weight:700;color:var(--ice);letter-spacing:1px;margin-bottom:8px;">成熟度評估</div>
<span class="badge" style="background:var(--green);color:#fff;margin-bottom:10px;">● 已可用 / 已驗證</span>
<ul class="bullets tight" style="margin-top:10px;">
<li style="color:#E4E8F7;">架構完整:雲端+本機雙版本,皆已跑通</li>
<li style="color:#E4E8F7;">已用真實 25 片 Lot 資料完整驗證分流+推論流程</li>
<li style="color:#E4E8F7;">具備可重複的再訓練流程與版本比較機制</li>
<li style="color:#E4E8F7;">資料隱私可控:本機版資料全程不出機,適合機密產線資料</li>
</ul>
</div>
</div>
<div class="card tint-a" style="margin-top:14px;">
<div style="font-size:11px;font-weight:700;color:var(--case-a);margin-bottom:6px;">產線導入建議</div>
<div style="font-size:12.5px;color:var(--text-dark);line-height:1.5;">四案例中成熟度最高,建議優先正式導入產線試營運;本機版適合機密場景,並可將「良率規則 + AI 模型」兩段式分流架構複製到其他缺陷判讀站別</div>
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<div class="footer"><span>案例 A · 晶圓缺陷分類系統</span><span>10 / 31</span></div>
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<div style="font-size:13px;font-weight:700;letter-spacing:2px;color:var(--case-b);">案例 B · 02/04</div>
<div style="width:46px;height:3px;background:var(--case-b);margin:10px 0 18px;"></div>
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:40px;">Strip Test Fail Pattern AI</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:22px;max-width:820px;line-height:1.5;">Stage 1 資料蒐集 → Stage 2 規則式判斷(Route A)→ PyTorch 模型訓練與推論(Route B)</div>
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<div class="footer dark-footer"><span>Fail Pattern 建模與訓練報告</span><span>11 / 31</span></div>
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<div class="section-tag" style="color:var(--case-b);">案例 B · Strip Test Fail Pattern AI</div>
<div class="head" style="margin-top:2px;">
<div class="title">背景與兩階段架構</div>
<div class="subtitle">同樣是 fail,發生在邊緣、單一 row,還是整片群聚,代表的製程異常完全不同</div>
</div>
<div style="font-size:12.5px;color:var(--text-dark);margin-bottom:14px;line-height:1.5;">半導體 Strip Test 產出大量以 13×13 網格記錄的 pass/fail 資料,需要辨識 fail 分佈的空間樣態(Edge-Ring、Cluster、Row-Streak…),以協助製程異常診斷。</div>
<div style="display:flex;gap:14px;flex:1;">
<div class="card tint-b" style="flex:1;">
<div class="h2">STAGE 1 · 資料蒐集</div>
<span class="badge" style="background:var(--navy);color:#fff;margin:8px 0;">既有工具</span>
<ul class="bullets tight" style="margin-top:8px;">
<li>把原始 xls log 轉成「每個 strip 一筆」的結構化樣本</li>
<li>特徵向量 + 13×13 空間網格</li>
<li>提供人工標記介面,產出可餵給模型的 dataset</li>
</ul>
</div>
<div class="card tint-b" style="flex:1;">
<div class="h2">STAGE 2 · Route A 規則式</div>
<span class="badge" style="background:var(--green);color:#fff;margin:8px 0;">已上線</span>
<ul class="bullets tight" style="margin-top:8px;">
<li>拿 Stage 1 dataset 做規則式初步分類</li>
<li>工程師建立人工標記(manualLabel)作為 ground truth</li>
<li>門檻需人工調校,混合型 pattern 較難處理</li>
</ul>
</div>
<div class="card tint-b" style="flex:1;">
<div class="h2">STAGE 2 · Route B PyTorch</div>
<span class="badge" style="background:var(--case-b);color:#fff;margin:8px 0;">本報告主軸</span>
<ul class="bullets tight" style="margin-top:8px;">
<li>train_fail_pattern_stage2.py(訓練)</li>
<li>predict_fail_pattern.py(推論)+ .pt 模型檔</li>
<li>銜接既有 Stage1/2 工作流程,離開瀏覽器環境</li>
</ul>
</div>
</div>
<div class="footer"><span>案例 B · Strip Test Fail Pattern AI</span><span>12 / 31</span></div>
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<div class="section-tag" style="color:var(--case-b);">案例 B · Strip Test Fail Pattern AI</div>
<div class="head" style="margin-top:2px;">
<div class="title">資料設計與模型架構</div>
<div class="subtitle">兩條模型路線並行:Tabular 特徵 MLP,以及 Grid 影像化 CNN</div>
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<div class="h2" style="font-size:15px;">TabularMLP · 16 維特徵向量</div>
<ul class="bullets" style="margin-top:10px;">
<li>8 個統計特徵:yield、edgeFailRatio、clusterScore…等</li>
<li>2 個外接框比例:bboxW / bboxH(正規化)</li>
<li>6 個逐測試項失效率:VTH/VFSD/IPD-10V/IDSS1-3</li>
<li>特徵本身可解釋,是判斷依據的一部分</li>
</ul>
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<div class="card">
<div class="h2" style="font-size:15px;">GridCNN · 8-channel 影像張量</div>
<ul class="bullets" style="margin-top:10px;">
<li>13×13 grid → One-hot Channel Tensor(8 channels)</li>
<li>只允許水平/垂直翻轉,不允許旋轉(避免改變樣態語意)</li>
<li>資料增強最多放大訓練樣本 4 倍,緩解小樣本 overfitting</li>
<li>保留空間資訊,適合學習規則式難以描述的混合樣態</li>
</ul>
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</div>
<div style="font-size:11px;font-style:italic;color:var(--text-muted);">7 個已知異常樣態:Random/Scatter · Edge-Ring · Corner · Center · Row-Streak · Column-Streak · Cluster · Full-Fail</div>
<div class="footer"><span>案例 B · Strip Test Fail Pattern AI</span><span>13 / 31</span></div>
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<div class="section-tag" style="color:var(--case-b);">案例 B · Strip Test Fail Pattern AI</div>
<div class="head" style="margin-top:2px;">
<div class="title">Fail Pattern 類別範例:模型如何辨認樣態</div>
<div class="subtitle">以下為 Stage 1 人工標記選項對應的典型空間樣態示意(示意用簡化網格,非真實資料);Route B 的 GridCNN 學的正是這種「整片形狀」,而非單一測項數字</div>
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<div class="grid g3" style="gap:10px;">
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-none"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">None</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">全數 pass,無異常</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-random"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Random / Scatter</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">零星分佈,無特定規律</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-edgering"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Edge-Ring</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">集中在 strip 邊緣</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-corner"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Corner</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">集中在單一角落</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-center"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Center</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">集中在中心區域</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-rowstreak"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Row-Streak</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">單一橫向 row 整排 fail</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-colstreak"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Column-Streak</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">單一縱向 column 整排 fail</div>
</div>
<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-cluster"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Cluster</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">局部小範圍群聚</div>
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<div class="card" style="text-align:center;padding:10px 8px;">
<div class="pg-grid" id="pg-fullfail"></div>
<div style="font-weight:700;font-size:11.5px;margin-top:8px;">Full-Fail</div>
<div style="font-size:9.5px;color:var(--text-muted);margin-top:2px;">整片幾乎全數 fail</div>
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</div>
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<div style="font-size:10.5px;color:var(--text-dark);line-height:1.4;"><b style="color:var(--case-b);">辨認邏輯:</b>TabularMLP 看的是數字特徵(yield、edgeFailRatio…);GridCNN 則把上面這種 13×13 網格當「圖片」看,直接學習形狀本身──這也是為何 Edge-Ring 與 Corner 這類位置相關的樣態,用影像模型比純數字特徵更容易分辨。</div>
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<div class="footer"><span>案例 B · Strip Test Fail Pattern AI</span><span>14 / 31</span></div>
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<div class="section-tag" style="color:var(--case-b);">案例 B · Strip Test Fail Pattern AI</div>
<div class="head" style="margin-top:2px;">
<div class="title">現況結果:標記樣本少、推論信心偏低</div>
<div class="subtitle">大規模推論(predictions.csv):148 個 Lot、3,532 筆 Strip,平均信心分數僅 31.3%</div>
</div>
<div class="grid g4" style="margin-bottom:14px;">
<div class="card tint-b" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-b);">29 筆</div><div class="stat-label">已人工標記樣本</div></div>
<div class="card tint-b" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-b);">7 類</div><div class="stat-label">fail pattern 類別</div></div>
<div class="card tint-b" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-b);">3,532 筆</div><div class="stat-label">大規模推論總量</div></div>
<div class="card tint-b" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-b);">31.3%</div><div class="stat-label">平均信心分數</div></div>
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<div style="flex:1.5;"><canvas id="chart14" width="620" height="330"></canvas></div>
<div class="card tint-red" style="flex:1;">
<div style="font-size:11px;font-weight:700;color:var(--red);margin-bottom:6px;">關鍵洞察</div>
<div class="h2" style="font-size:15px;">模型從未學過「None」類別</div>
<ul class="bullets tight" style="margin-top:10px;">
<li>訓練只保留 manualLabel 非空樣本,模型沒有「None」選項</li>
<li>推論資料含大量應為 None 的良品 strip,模型被迫強制分類</li>
<li>預測高度集中於 Random/Scatter(74.4%)與 Edge-Ring(24.9%)</li>
</ul>
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<div class="footer"><span>案例 B · Strip Test Fail Pattern AI</span><span>15 / 31</span></div>
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<div class="section-tag" style="color:var(--case-b);">案例 B · Strip Test Fail Pattern AI</div>
<div class="head" style="margin-top:2px;">
<div class="title">限制、建議與案例總結</div>
<div class="subtitle">現階段屬於概念驗證,應與規則式 Route A 並行使用,而非直接取代人工複核</div>
</div>
<div class="grid g2">
<div class="card">
<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:8px;">主要限制</div>
<ul class="bullets" style="color:var(--red);">
<li style="color:var(--text-dark);">樣本量過小且分佈不均:全數僅 29 筆,Corner 僅 1 筆</li>
<li style="color:var(--text-dark);">模型未學習「None/正常」類別,推論產生誤報</li>
<li style="color:var(--text-dark);">推論信心普遍偏低,尚不足以完全取代人工複核</li>
<li style="color:var(--text-dark);">Route A/Route B 準確率差異尚未量化比較</li>
</ul>
</div>
<div class="card tint-b">
<div style="font-size:11px;font-weight:700;color:var(--case-b);margin-bottom:8px;">下一步建議</div>
<ul class="bullets">
<li>持續蒐集標記,優先補足 Corner/Cluster/Center 等稀少類別</li>
<li>訓練資料加入「None/正常」類別,避免強制誤判</li>
<li>每個類別累積 30~50 筆以上,再評估切換路線 B</li>
<li>建立信心門檻(如 <50%)自動退回人工複核,定期重訓</li>
</ul>
</div>
</div>
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<div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:8px;">
<div style="font-size:11px;font-weight:700;color:var(--ice);">成熟度評估與產線導入建議</div>
<span class="badge" style="background:var(--amber);color:#fff;">◐ 概念驗證階段</span>
</div>
<div style="font-size:12px;color:#E4E8F7;line-height:1.55;">已建立完整工具鏈並雲端化(3 個 HF Space/Repo),全程瀏覽器操作、免本機安裝、單一 CPU 即可訓練。但受限樣本量,不建議獨立上線;應維持路線 A 上線把關、路線 B 背景平行訓練,待驗證集準確率穩定超過路線 A 再接手。</div>
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<div class="footer"><span>案例 B · Strip Test Fail Pattern AI</span><span>16 / 31</span></div>
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<div style="font-size:13px;font-weight:700;letter-spacing:2px;color:var(--case-c);">案例 C · 03/04</div>
<div style="width:46px;height:3px;background:var(--case-c);margin:10px 0 18px;"></div>
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:44px;">AOI 影像 AI 模型</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:22px;max-width:820px;line-height:1.5;">以 AOI 瑕疵影像預測 CP 電性結果,降低人工複判負擔 — 進度報告:目前卡關的原因與下一步建議</div>
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<div class="footer dark-footer"><span>AOI-CP 對應分析專案</span><span>17 / 31</span></div>
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<div class="section-tag" style="color:var(--case-c);">案例 C · AOI 影像 AI 模型(AOI-CP)</div>
<div class="head" style="margin-top:2px;">
<div class="title">背景與目標</div>
<div class="subtitle">AOI 用光學閾值判斷瑕疵,無法分辨「真的會影響電性」跟「外觀異常但其實沒事」</div>
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<div style="display:flex;gap:20px;margin-bottom:16px;">
<div class="card tint-c" style="flex:1;text-align:center;padding:20px;">
<div class="stat-num" style="font-size:38px;color:var(--red);">≈ 90%</div>
<div style="font-size:12px;color:var(--text-muted);margin-top:8px;">AOI 標記異常中,事後電性測試(CP)其實正常,屬於誤殺 Overkill</div>
</div>
<div style="flex:1;display:flex;align-items:center;font-size:13px;color:var(--text-dark);line-height:1.6;">
目標:訓練 AI 模型,讓 AOI 站別自動預判「這顆瑕疵會不會真的讓 CP Fail」,減少人工複判工作量,複判資源留給真正不確定的案例
</div>
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<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:8px;">資料規模:已經不是問題</div>
<div class="grid g3">
<div class="card">
<div style="font-size:10.5px;font-weight:700;color:var(--case-c);">第一階段</div>
<div class="stat-num" style="font-size:24px;color:var(--text-dark);margin-top:4px;">36 顆</div>
<div style="font-size:9.5px;color:var(--text-faint);">confirmed 樣本</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:8px;">12 片 wafer・初步驗證資料格式</div>
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<div class="card">
<div style="font-size:10.5px;font-weight:700;color:var(--case-c);">第二階段</div>
<div class="stat-num" style="font-size:24px;color:var(--text-dark);margin-top:4px;">224 顆</div>
<div style="font-size:9.5px;color:var(--text-faint);">confirmed 樣本</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:8px;">2 批 lot・建立圖片資料集</div>
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<div class="card">
<div style="font-size:10.5px;font-weight:700;color:var(--case-c);">第三階段</div>
<div class="stat-num" style="font-size:24px;color:var(--text-dark);margin-top:4px;">422 顆</div>
<div style="font-size:9.5px;color:var(--text-faint);">confirmed 樣本</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:8px;">12 批 lot・1,902 筆・正式跨過 300+ 門檻</div>
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<div class="footer"><span>案例 C · AOI 影像 AI 模型</span><span>18 / 31</span></div>
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<div class="section-tag" style="color:var(--case-c);">案例 C · AOI 影像 AI 模型(AOI-CP)</div>
<div class="head" style="margin-top:2px;">
<div class="title">四種方法,一致的失敗結果</div>
<div class="subtitle">每種方法都用「依 wafer 分組」驗證,避免資料洩漏灌水;1,902 筆資料上全部測過</div>
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<div style="display:flex;gap:18px;flex:1;">
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<div style="flex:1;display:flex;flex-direction:column;gap:12px;">
<div class="card tint-red" style="text-align:center;padding:16px;">
<div class="stat-num" style="font-size:30px;color:var(--red);">0.48 ~ 0.54</div>
<div style="font-size:11px;color:var(--text-muted);margin-top:8px;">四次結果全部落在此區間,等同丟銅板</div>
<div style="font-size:10px;color:var(--text-muted);margin-top:8px;">ROC-AUC = 0.5 代表模型完全沒有分辨能力</div>
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<div class="card">
<div style="font-size:11px;font-weight:700;color:var(--text-muted);margin-bottom:6px;">實用門檻參考</div>
<div style="font-size:11.5px;color:var(--text-dark);line-height:1.5;">業界瑕疵分類/風控應用通常需 ROC-AUC ≥ 0.70 才具備獨立判斷的實用價值,目前離門檻還有明顯差距</div>
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<div class="footer"><span>案例 C · AOI 影像 AI 模型</span><span>19 / 31</span></div>
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<div class="section-tag" style="color:var(--case-c);">案例 C · AOI 影像 AI 模型(AOI-CP)</div>
<div class="head" style="margin-top:2px;">
<div class="title">為什麼卡住:兩個根本原因</div>
<div class="subtitle">四種獨立方法一致失敗,不太可能是巧合——已先排除「標籤錯亂」這個容易誤判的可能性</div>
</div>
<div class="card tint-green" style="display:flex;gap:14px;align-items:flex-start;margin-bottom:14px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--green);font-size:15px;flex:none;">✓</span>
<div>
<div class="h2">已排除的可能性:座標配對邏輯是乾淨的</div>
<div style="font-size:11.5px;color:var(--text-muted);margin-top:6px;line-height:1.5;">用 25 片 wafer、199 筆有 CP 對照的瑕疵逐一核對,符合率 100%;歷史「Y 軸反向」矛盾已查清並記錄。四次結果不是標籤錯亂造成的假陰性。</div>
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<div class="grid g2">
<div class="card tint-c">
<div class="h2" style="font-size:15px;">瑕疵照片缺乏「語意」資訊</div>
<div style="font-size:11.5px;color:var(--text-muted);margin-top:10px;line-height:1.55;">500×500 裁切照片只能看到瑕疵旁有沒有可見圖案,但看不出是關鍵電路結構(bump/pad/訊號線)還是純裝飾區域。真正關鍵的「這個座標壓到了什麼電路結構」,目前照片與表格數字都沒有捕捉到。</div>
</div>
<div class="card tint-c">
<div class="h2" style="font-size:15px;">AOI 自動分類(ADC)實質沒有運作</div>
<div style="font-size:11.5px;color:var(--text-muted);margin-top:10px;line-height:1.55;">約 96% 的瑕疵代碼是「22」,而這個代碼在機台自己的分類定義表裡根本不存在。代表 AOI 站別的自動缺陷分類功能形同虛設,少了「這是什麼種類瑕疵」的關鍵資訊來源。</div>
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<div class="footer"><span>案例 C · AOI 影像 AI 模型</span><span>20 / 31</span></div>
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<div class="section-tag" style="color:var(--case-c);">案例 C · AOI 影像 AI 模型(AOI-CP)</div>
<div class="head" style="margin-top:2px;">
<div class="title">下一步建議、需要的支持與案例總結</div>
<div class="subtitle">不再期待單純加量能翻盤,關鍵在於補齊「語意」資訊</div>
</div>
<div style="display:flex;flex-direction:column;gap:8px;">
<div class="card" style="display:flex;align-items:center;gap:14px;padding:10px 16px;">
<span class="badge" style="background:var(--case-c);color:#fff;width:60px;">優先</span>
<div style="width:270px;font-weight:700;font-size:12.5px;">修正 AOI 站別 ADC 分類設定</div>
<div style="font-size:11px;color:var(--text-muted);">與 AOI 工程師確認自動分類功能是否啟用、分類規則庫是否需重建</div>
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<div class="card" style="display:flex;align-items:center;gap:14px;padding:10px 16px;">
<span class="badge" style="background:var(--case-c);color:#fff;width:60px;">關鍵</span>
<div style="width:270px;font-weight:700;font-size:12.5px;">評估取得 Layout / GDS 電路結構資訊</div>
<div style="font-size:11px;color:var(--text-muted);">疊加「座標是否落在關鍵結構上」,是唯一可能突破天花板的方向</div>
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<div class="card" style="display:flex;align-items:center;gap:14px;padding:10px 16px;">
<span class="badge" style="background:var(--case-c);color:#fff;width:60px;">持續</span>
<div style="width:270px;font-weight:700;font-size:12.5px;">調整樣本收集優先順序</div>
<div style="font-size:11px;color:var(--text-muted);">優先收集「同一顆 die 多瑕疵、已知責任瑕疵」案例,改善標籤精確度</div>
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<span class="badge" style="background:var(--case-c);color:#fff;width:60px;">並行</span>
<div style="width:270px;font-weight:700;font-size:12.5px;">維持分級複判架構的長期規劃</div>
<div style="font-size:11px;color:var(--text-muted);">不需等模型達 70% 準確率才上線,可先建立信心區間、未來套用同一套架構</div>
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<div style="font-size:11px;font-weight:700;color:var(--ice);">成熟度評估與產線導入建議</div>
<span class="badge" style="background:var(--red);color:#fff;">○ 卡關 / 需支援</span>
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<div style="font-size:11.8px;color:#E4E8F7;line-height:1.5;">四案例中風險最高:現有影像+表格資料已測試到技術天花板,需管理層裁示是否投入跨部門資源(ADC 重建、GDS 取得),否則此路徑難以突破,建議先以「輔助人工複判」小規模試行。</div>
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<div class="footer"><span>案例 C · AOI 影像 AI 模型</span><span>21 / 31</span></div>
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<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:40px;">BGBM SPC 與 AI 導入規劃</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:22px;max-width:820px;line-height:1.5;">從既有設備 Log,走出「線上 SPC → AI 模型」的第一步 — SPC 儀表板已完成交付,AI 導入分四階段推進</div>
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<div class="footer dark-footer"><span>設備 MA20-3113 · BGBM 製程</span><span>22 / 31</span></div>
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<div class="section-tag" style="color:var(--case-d);">案例 D · BGBM SPC 與 AI 導入規劃</div>
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<div class="title">背景與已完成成果</div>
<div class="subtitle">不只是規劃,是可以直接打開使用的成果 — BGBM_SPC_Dashboard.html</div>
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<div class="card tint-d" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-d);">100</div><div class="stat-label">Log 檔案</div></div>
<div class="card tint-d" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-d);">3,420</div><div class="stat-label">晶圓×腔體記錄筆數</div></div>
<div class="card tint-d" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-d);">52</div><div class="stat-label">批次 (Lot)</div></div>
<div class="card tint-d" style="text-align:center;"><div class="stat-num" style="font-size:24px;color:var(--case-d);">4+1</div><div class="stat-label">製程腔體+真空腔</div></div>
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<div style="font-size:11.5px;color:var(--text-dark);line-height:1.55;margin-bottom:14px;">BGBM= Back Grinding Back Metal(晶圓背面研磨+背面金屬化);機台以濺鍍(Sputtering)技術依序鍍上 Ti/Ni/Ag 三層金屬。分析期間 2026/05/29–06/04,設備本身已把每秒數據整理成統計摘要,不需從零做資料工程,這也是「上線 SPC」能在 1–2 週內完成的原因。</div>
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<div class="h2">已完成:線上 SPC 監控儀表板(BGBM_SPC_Dashboard.html)</div>
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<div><div style="font-size:18px;">🟢</div><div style="font-size:11px;font-weight:700;color:var(--case-d);margin-top:6px;">腔體即時狀態卡</div><div style="font-size:9.5px;color:var(--text-muted);margin-top:4px;line-height:1.4;">Ti/Ni/Ag/L11 四張卡片,一眼看出每個腔體目前正常/警戒/超限</div></div>
<div><div style="font-size:18px;">📈</div><div style="font-size:11px;font-weight:700;color:var(--case-d);margin-top:6px;">SPC 管制圖 (I-Chart)</div><div style="font-size:9.5px;color:var(--text-muted);margin-top:4px;line-height:1.4;">自動用歷史資料算出管制界線,並能抓「連續同側偏移」隱藏趨勢</div></div>
<div><div style="font-size:18px;">🚨</div><div style="font-size:11px;font-weight:700;color:var(--case-d);margin-top:6px;">異常事件記錄</div><div style="font-size:9.5px;color:var(--text-muted);margin-top:4px;line-height:1.4;">自動列出所有超限/警戒事件,工程師可直接追查是哪個批次、哪片晶圓</div></div>
<div><div style="font-size:18px;">🎯</div><div style="font-size:11px;font-weight:700;color:var(--case-d);margin-top:6px;">靶材壽命追蹤</div><div style="font-size:9.5px;color:var(--text-muted);margin-top:4px;line-height:1.4;">Ti/Ni/Ag 累積耗用量趨勢圖,自動標出重置點(推測為換靶事件)</div></div>
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<div class="footer"><span>案例 D · BGBM SPC 與 AI 導入規劃</span><span>23 / 31</span></div>
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<div class="section-tag" style="color:var(--case-d);">案例 D · BGBM SPC 與 AI 導入規劃</div>
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<div class="title">真實案例:從既有 Log 挖到的訊號</div>
<div class="subtitle">這些不是模擬案例,而是儀表板從真實製程 Log 抓出的實際訊號</div>
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<div class="h2">① Ti 腔濺鍍電壓永久性飄移</div>
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<div style="flex:1;text-align:center;"><div class="stat-num" style="font-size:19px;color:var(--case-d);">396.1V → 385.6V</div><div class="stat-label">6/3 之後永久性下降</div></div>
<div style="flex:1;text-align:center;"><div class="stat-num" style="font-size:22px;color:var(--case-d);">≈ 9σ</div><div class="stat-label">飄移量,影響 200+ 筆資料</div></div>
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<div style="font-size:11px;color:var(--text-dark);line-height:1.55;">此後都維持在新水準,不是單點雜訊,而是跨多個批次的持續性轉變。這證明只要有上線 SPC 監控,這種轉變在「發生的當下」就能被抓到,而不是像現在靠事後分析 Log 才發現——這是規劃「線上 SPC」的第一個具體理由。</div>
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<div class="h2">② 靶材累積耗用量呈鋸齒狀趨勢</div>
<div style="text-align:center;margin:12px 0;"><div class="stat-num" style="font-size:24px;color:var(--case-d);">159 → 7.68 kWh</div><div class="stat-label">Ni 腔曾一次驟降(推測為換靶或保養事件)</div></div>
<div style="font-size:11px;color:var(--text-dark);line-height:1.55;">Ti/Ni/Ag 三腔體都有各自的累積耗用功率計數器,數值持續上升並在特定時間點下降重置。只要確認這個計數器的定義,就能拿它來預測「還能撐多少批次、什麼時候該換靶材」——這正是「預測性維護 PM」的具體應用場景。</div>
<div style="font-size:9.5px;font-style:italic;color:var(--text-muted);margin-top:10px;line-height:1.4;">另有兩個額外可監控訊號:製程時間一致性與真空抽氣時間,可提前排定保養。</div>
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<div class="footer"><span>案例 D · BGBM SPC 與 AI 導入規劃</span><span>24 / 31</span></div>
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<div class="section-tag" style="color:var(--case-d);">案例 D · BGBM SPC 與 AI 導入規劃</div>
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<div class="title">AI 模型分階段導入地圖</div>
<div class="subtitle">原則:由易到難、分階段導入,每階段都能立即產生價值,後面階段直接沿用前面建立的資料管線</div>
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<div style="flex:1;"><div class="h2">SPC 即時監控儀表板</div><div style="font-size:10.5px;color:var(--text-muted);margin-top:3px;">直接用設備算好的統計值做管制圖,不需複雜運算</div></div>
<div style="width:90px;text-align:center;font-size:12px;font-weight:700;">1–2 週</div>
<span class="badge" style="background:var(--green);color:#fff;width:100px;">已完成</span>
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<div style="flex:1;"><div class="h2">靶材壽命/PM 預測</div><div style="font-size:10.5px;color:var(--text-muted);margin-top:3px;">用累積量+使用速率預測何時該保養/換靶</div></div>
<div style="width:90px;text-align:center;font-size:12px;font-weight:700;">約 1 個月</div>
<span class="badge" style="background:var(--amber);color:#fff;width:100px;">規劃中</span>
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<div style="flex:1;"><div class="h2">多變量異常偵測</div><div style="font-size:10.5px;color:var(--text-muted);margin-top:3px;">用完整製程曲線(PCA/Autoencoder)算出每片 wafer 健康分數</div></div>
<div style="width:90px;text-align:center;font-size:12px;font-weight:700;">2–3 個月</div>
<span class="badge" style="background:var(--amber);color:#fff;width:100px;">規劃中</span>
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<span class="icon-circle" style="width:40px;height:40px;background:#98A2B3;font-size:14px;">04</span>
<div style="flex:1;"><div class="h2">虛擬量測/良率模型</div><div style="font-size:10.5px;color:var(--text-muted);margin-top:3px;">用製程參數即時預測膜厚等品質結果,需先串接 MES 量測資料</div></div>
<div style="width:90px;text-align:center;font-size:12px;font-weight:700;">需額外資料</div>
<span class="badge" style="background:#98A2B3;color:#fff;width:100px;">待資料到位</span>
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<div class="footer"><span>案例 D · BGBM SPC 與 AI 導入規劃</span><span>25 / 31</span></div>
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<div class="section-tag" style="color:var(--case-d);">案例 D · BGBM SPC 與 AI 導入規劃</div>
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<div class="title">下一步建議與案例總結</div>
<div class="subtitle">已具備的基礎:解析程式、圖表產生程式碼、可直接使用的 SPC 儀表板,皆已完成並可重複使用</div>
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<div class="h2" style="margin-top:8px;">確認計數器定義</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">與設備工程師確認『Total Power』計數器與 Rough/Vent Time alarm 欄位的實際物理意義,避免誤判</div>
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<div class="h2" style="margin-top:8px;">資料庫化</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">所有 Log 檔統一以 Lot ID + Wafer No + 時間建立資料庫化長期儲存(目前為逐檔文字檔)</div>
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<span class="icon-circle" style="width:32px;height:32px;background:var(--case-d);font-size:13px;">3</span>
<div class="h2" style="margin-top:8px;">串接量測資料</div>
<div style="font-size:10.5px;color:var(--text-muted);margin-top:6px;line-height:1.4;">若能取得對應批次量測/良率資料,可在 4–6 週內完成第一版虛擬量測 POC</div>
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<div style="font-size:11px;font-weight:700;color:var(--ice);">成熟度評估與產線導入建議</div>
<span class="badge" style="background:var(--green);color:#fff;">● 階段一已完成</span>
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<div style="font-size:12px;color:#E4E8F7;line-height:1.55;">不需要等待完美的資料基礎建設,已用現有 Log 證明:真實製程飄移抓得到、靶材壽命有跡可循、線上監控儀表板已能直接打開使用。四案例中「立即可複製性」最高——建議將 SPC 儀表板模式推廣到其他設備/站別,AI 階段依路線圖分階段投入,優先完成階段二靶材壽命預測。</div>
<div style="font-size:11px;font-style:italic;color:#AAB4D4;margin-top:10px;">下一步:確認計數器定義 → 資料庫化 → 串接量測資料</div>
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<div class="footer"><span>案例 D · BGBM SPC 與 AI 導入規劃</span><span>26 / 31</span></div>
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<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:44px;">產線導入建議與決策</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:22px;max-width:820px;line-height:1.5;">整合四個案例的成熟度、準確度與資源需求,提出可執行的產線導入優先順序建議</div>
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<div class="footer dark-footer"><span>Cross-Case Synthesis & Recommendation</span><span>27 / 31</span></div>
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<div class="kicker" style="color:var(--navy);">SYNTHESIS</div>
<div class="title">四案例成熟度矩陣</div>
<div class="subtitle">橫軸:資料/技術就緒度;縱軸:模型準確度/效益 — 位置愈右上,愈適合優先投入產線</div>
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<div style="position:absolute;left:8px;top:8px;font-size:10px;font-weight:700;color:var(--amber);">潛力大但需驗證</div>
<div style="position:absolute;right:8px;top:8px;font-size:10px;font-weight:700;color:var(--green);">可規模化推廣</div>
<div style="position:absolute;left:8px;bottom:8px;font-size:10px;font-weight:700;color:var(--red);">需要突破性資源投入</div>
<div style="position:absolute;right:8px;bottom:8px;font-size:10px;font-weight:700;color:var(--navy);">基礎已備,效益待提升</div>
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<div style="position:absolute;left:0;top:-22px;font-size:10px;color:var(--text-muted);">模型準確度/效益 ↑</div>
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<div style="font-size:12px;font-weight:700;color:var(--text-muted);margin-bottom:12px;">案例對照</div>
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<span class="icon-circle" style="width:28px;height:28px;background:var(--case-a);font-size:11px;">A</span>
<div><div style="font-size:12.5px;font-weight:700;">晶圓缺陷分類系統</div><div style="font-size:10px;color:var(--text-muted);">已可用,正式試營運</div></div>
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<div><div style="font-size:12.5px;font-weight:700;">BGBM SPC 與 AI 規劃</div><div style="font-size:10px;color:var(--text-muted);">階段一完成,路線清楚</div></div>
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<div style="display:flex;align-items:flex-start;gap:10px;margin-bottom:18px;">
<span class="icon-circle" style="width:28px;height:28px;background:var(--case-b);font-size:11px;">B</span>
<div><div style="font-size:12.5px;font-weight:700;">Strip Fail Pattern AI</div><div style="font-size:10px;color:var(--text-muted);">概念驗證,持續累積資料</div></div>
</div>
<div style="display:flex;align-items:flex-start;gap:10px;">
<span class="icon-circle" style="width:28px;height:28px;background:var(--case-c);font-size:11px;">C</span>
<div><div style="font-size:12.5px;font-weight:700;">AOI 影像 AI(AOI-CP)</div><div style="font-size:10px;color:var(--text-muted);">卡關,需跨部門資源</div></div>
</div>
</div>
</div>
<div class="footer"><span>綜合結論</span><span>28 / 31</span></div>
</div>
<!-- SLIDE 28 : RECOMMENDATION -->
<div class="slide">
<div class="kicker" style="color:var(--navy);">RECOMMENDATION</div>
<div class="title">產線導入建議與優先順序</div>
<div class="subtitle">依成熟度分成三個行動類別:現在就做、持續投入、需要決策才能突破</div>
<div style="display:flex;flex-direction:column;gap:12px;margin-top:6px;">
<div class="card" style="display:flex;gap:20px;border-left:4px solid var(--green);">
<div style="width:230px;">
<div class="h2" style="font-size:16px;">現在就能推廣</div>
<div style="font-size:10.5px;color:var(--green);font-weight:700;margin-top:6px;">案例 A、案例 D(階段一)</div>
</div>
<ul class="bullets" style="flex:1;">
<li>晶圓缺陷分類系統:導入產線試營運,本機版優先用於機密資料場景</li>
<li>複製「規則判斷+AI 模型」兩段式分流架構到其他判讀站別</li>
<li>BGBM SPC 儀表板模式,推廣到其他設備/站別的既有 Log 資料</li>
</ul>
</div>
<div class="card" style="display:flex;gap:20px;border-left:4px solid var(--amber);">
<div style="width:230px;">
<div class="h2" style="font-size:16px;">持續投入、分階段推進</div>
<div style="font-size:10.5px;color:var(--amber);font-weight:700;margin-top:6px;">案例 B、案例 D(階段二~四)</div>
</div>
<ul class="bullets" style="flex:1;">
<li>Strip Fail Pattern:規則式 Route A 先上線把關,Route B 背景訓練累積樣本</li>
<li>BGBM:依路線圖投入靶材壽命預測(階段二)與異常偵測(階段三)</li>
<li>設定明確的資料量門檻(如每類別 30–50 筆)作為模型上線判準</li>
</ul>
</div>
<div class="card" style="display:flex;gap:20px;border-left:4px solid var(--red);">
<div style="width:230px;">
<div class="h2" style="font-size:16px;">需要管理層決策才能突破</div>
<div style="font-size:10.5px;color:var(--red);font-weight:700;margin-top:6px;">案例 C</div>
</div>
<ul class="bullets" style="flex:1;">
<li>AOI-CP:現有影像+表格資料已達技術天花板,非持續加量可解決</li>
<li>需裁示是否投入跨部門資源:ADC 分類重建、Layout/GDS 資料取得</li>
<li>在決策明朗前,先以「輔助人工複判」角色小規模試行,不獨立上線</li>
</ul>
</div>
</div>
<div class="footer"><span>綜合結論</span><span>29 / 31</span></div>
</div>
<!-- SLIDE 29 : DECISIONS -->
<div class="slide">
<div class="kicker" style="color:var(--navy);">DECISIONS NEEDED</div>
<div class="title">需要的支持與決策事項</div>
<div class="subtitle">四個案例現階段共通需要管理層協助的事項彙整</div>
<div style="display:flex;flex-direction:column;gap:8px;margin-top:6px;">
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--case-c);font-size:13px;">1</span>
<div style="width:230px;font-weight:700;font-size:12.5px;">AOI-CP:跨部門資源投入</div>
<div style="font-size:11px;color:var(--text-muted);flex:1;">同意評估重建 ADC 自動分類規則庫的可行性與時程;協調 AOI 站別工程師與跨部門窗口,確認是否能取得 Layout/GDS 電路結構資料</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--case-c);font-size:13px;">2</span>
<div style="width:230px;font-weight:700;font-size:12.5px;">AOI-CP:角色定位</div>
<div style="font-size:11px;color:var(--text-muted);flex:1;">現階段模型準確率有限,是否同意先以「輔助人工複判」而非「自動判定」角色小規模試行</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--case-b);font-size:13px;">3</span>
<div style="width:230px;font-weight:700;font-size:12.5px;">Strip Fail Pattern:資料累積時程</div>
<div style="font-size:11px;color:var(--text-muted);flex:1;">同意持續投入 Stage 1/2 標記作業,設定每類別 30–50 筆里程碑,作為 Route B 上線判準</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--case-a);font-size:13px;">4</span>
<div style="width:230px;font-weight:700;font-size:12.5px;">晶圓缺陷分類:正式導入</div>
<div style="font-size:11px;color:var(--text-muted);flex:1;">核准將本機版導入涉及機密資料的產線站別試營運,並評估複製分流架構到其他站別</div>
</div>
<div class="card" style="display:flex;align-items:center;gap:16px;">
<span class="icon-circle" style="width:32px;height:32px;background:var(--case-d);font-size:13px;">5</span>
<div style="width:230px;font-weight:700;font-size:12.5px;">BGBM:資料串接與投資</div>
<div style="font-size:11px;color:var(--text-muted);flex:1;">支持與設備工程師確認計數器定義、建立 Log 資料庫化機制,並協助串接 MES 量測資料以啟動虛擬量測 POC</div>
</div>
</div>
<div class="footer"><span>綜合結論</span><span>30 / 31</span></div>
</div>
<!-- SLIDE 30 : THANK YOU -->
<div class="slide dark">
<div class="bg-circle" style="width:480px;height:480px;top:-260px;right:-40px;"></div>
<div class="bg-circle" style="width:320px;height:320px;bottom:-160px;left:-100px;"></div>
<div style="margin-top:190px;">
<div style="font-size:13px;font-weight:700;letter-spacing:3px;color:var(--gold);">THANK YOU</div>
<div style="font-family:'Noto Serif TC',serif;font-weight:900;font-size:40px;margin-top:14px;">敬請討論與指示</div>
<div style="font-size:14px;color:#AAB4D4;margin-top:16px;max-width:760px;line-height:1.5;">四個案例的完整技術驗證過程與詳細資料,已分別整理成各專案技術報告,可另行提供參考</div>
<div style="display:flex;gap:26px;margin-top:34px;">
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-a);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">A</span>晶圓缺陷分類</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-b);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">B</span>Strip Fail Pattern</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-c);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">C</span>AOI-CP</span>
<span style="display:flex;align-items:center;gap:8px;font-size:12px;color:#C3CBEA;"><span style="width:22px;height:22px;border-radius:50%;background:var(--case-d);display:inline-flex;align-items:center;justify-content:center;color:#fff;font-size:10px;font-weight:700;">D</span>BGBM SPC+AI</span>
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</div>
<div class="footer dark-footer"><span>AI 應用產線可行性評估報告</span><span>31 / 31</span></div>
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